<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://www.valoris-research.com/</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/about</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/contact</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/agentic-ai</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/foundation-models</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/generative-ai</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/ai-infrastructure</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/developer-tools</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/agriculture</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/healthcare</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/financial-services</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/robotics</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/ecommerce</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/climate</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/education</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/cybersecurity</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/creative</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/logistics</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/manufacturing</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/legal</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/marketing</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/defense</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/research</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/discover/energy</loc>
    <lastmod>2026-03-30</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-generating-personalized-video-ads-dynamically-to-improve-engagement-and-1507</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-unified-multimodal-model-that-lets-builders-ship-real-time-voice-vision-958</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ranking-model-enhancing-recommendation-relevance-and-engagement-by-integrating-e-1302</loc>
    <lastmod>2025-11-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-improving-ambiguous-query-intent-understanding-for-multi-category-marketp-1509</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/access-control-platform-for-enterprise-ai-ensuring-secure-multi-user-model-fine-933</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dynamic-user-representation-platform-enhancing-scenario-specific-personalization-1469</loc>
    <lastmod>2026-02-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/post-training-tool-boosting-fine-tuned-language-model-accuracy-without-extra-dat-1142</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diagnoistic-tool-delivering-accurate-resource-efficient-retinal-disease-detectio-1351</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-multicalibration-algorithm-improving-model-fairness-and-performance-f-992</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/global-ai-driven-precipitation-nowcasting-delivering-fast-accurate-rainfall-fore-1178</loc>
    <lastmod>2025-10-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/scalable-in-database-platform-delivering-accurate-interpretable-time-series-fore-1225</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/decoding-architecture-accelerating-generative-recommendation-systems-for-real-ti-1293</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-data-generation-platform-producing-diverse-multilingual-documents-to-1088</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conversational-ai-platform-enabling-secure-regulator-approved-natural-language-r-1166</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/agentic-ai-platform-that-proactively-supports-contact-center-agents-in-real-time-884</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-query-recommendation-platform-improving-e-commerce-search-relevance-a-1571</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-probabilistic-monsoon-forecasts-improving-agricultural-decisions-for-m-1533</loc>
    <lastmod>2026-03-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-that-transforms-concept-images-or-text-into-game-ready-3d-assets-for-749</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-system-generating-concise-aspect-guided-product-review-summaries-to-i-1074</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-query-recommendation-platform-boosting-e-commerce-user-engagement-and-1576</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-full-stack-platform-leveraging-amd-hardware-software-and-networking-equipment-1290</loc>
    <lastmod>2025-11-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/evaluation-platform-accelerating-sequence-ranking-with-parallel-processing-to-im-1514</loc>
    <lastmod>2026-03-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-ai-framework-integrating-search-and-recommendation-to-improve-user-1020</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bayesian-transfer-learning-platform-delivering-enterprise-grade-predictions-for-1278</loc>
    <lastmod>2025-11-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/semantic-framework-enabling-direct-multilingual-sign-language-translation-for-re-1371</loc>
    <lastmod>2026-01-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-graph-based-fraud-detection-model-that-improves-account-takeover-dete-995</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-based-platform-enhancing-industrial-search-and-recommendation-by-i-956</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-detects-and-explains-emerging-financial-fraud-patterns-for-insti-954</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/edge-deployable-intrusion-detection-platform-using-hybrid-deep-learning-and-fede-953</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-recommender-system-increasing-podcast-discovery-and-engagement-throug-1564</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-defense-enhanced-malware-detection-system-improving-robustness-against-byte-le-1081</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-recommendation-system-boosting-ad-revenue-and-scaling-real-time-adver-1498</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-ml-platform-reducing-false-positives-and-alert-fatigue-in-enterprise-secu-1334</loc>
    <lastmod>2025-12-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-search-framework-enhancing-lifelong-user-interest-modeling-for-scalab-1331</loc>
    <lastmod>2025-12-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/training-stack-improving-reliability-and-efficiency-of-large-scale-ai-model-trai-1345</loc>
    <lastmod>2025-12-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/matrix-multiplication-platform-cutting-memory-use-and-boosting-speed-for-large-s-1297</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/calibration-free-quantization-platform-improving-low-bit-llm-weight-precision-fo-1094</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/search-planning-platform-improving-e-commerce-relevance-and-conversion-by-adapti-1547</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-lidar-segmentation-platform-delivering-top-accuracy-with-24x-faster-in-1139</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-detecting-and-localizing-illegal-image-content-with-high-accuracy-and-robus-1325</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-search-platform-boosting-e-commerce-metrics-by-deep-query-understandi-1589</loc>
    <lastmod>2026-03-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-evaluating-ai-generated-entertainment-content-to-enhance-social-connect-1385</loc>
    <lastmod>2026-01-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-embedding-models-delivering-efficient-high-performance-language-und-1566</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/architecture-improving-efficiency-and-scaling-predictability-for-massive-recomme-1446</loc>
    <lastmod>2026-02-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/image-compression-model-delivering-high-quality-reconstruction-with-drastically-1542</loc>
    <lastmod>2026-03-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-delivering-personalized-iot-device-operation-recommendations-to-boost-user-1276</loc>
    <lastmod>2025-11-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vision-language-action-model-delivering-real-time-precise-robot-manipulation-wit-1464</loc>
    <lastmod>2026-02-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/document-parsing-platform-delivering-scalable-accurate-extraction-from-scientifi-1352</loc>
    <lastmod>2025-12-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-for-reliable-fast-verification-of-large-language-model-lineage-to-protect-i-1111</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-interest-recommendation-platform-improving-user-engagement-by-modeling-div-1181</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-ocr-model-delivering-accurate-fast-document-image-to-text-conversio-1397</loc>
    <lastmod>2026-01-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/constrained-decoding-platform-accelerating-llm-based-generative-retrieval-with-m-1500</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/privacy-preserving-llm-inference-platform-minimizing-accuracy-loss-and-enabling-1508</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/phishing-detection-model-delivering-fast-accurate-and-scalable-web-threat-identi-1504</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-aligning-text-and-images-of-listings-for-improved-search-and-recomme-489</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-kernel-optimization-platform-accelerating-recommendation-model-perform-1365</loc>
    <lastmod>2025-12-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-embedding-models-improving-large-scale-document-retrieval-accuracy-1451</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adllama-is-a-reinforcement-learning-powered-ad-text-generation-model-that-boosts-173</loc>
    <lastmod>2025-07-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-fraud-detection-platform-optimizing-risk-scoring-and-investigation-allo-1545</loc>
    <lastmod>2026-03-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-landing-page-navigation-platform-that-personalizes-user-experience-to-i-182</loc>
    <lastmod>2025-07-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-ai-platform-delivering-compliant-personalized-investment-insights-for-1218</loc>
    <lastmod>2025-10-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deep-learning-architecture-improving-accuracy-and-training-stability-for-very-de-1224</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/kv-cache-compression-platform-boosting-large-language-model-memory-efficiency-an-1242</loc>
    <lastmod>2025-11-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-ultrasound-foundation-model-platform-enabling-hospitals-and-research-730</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-compression-tool-reducing-large-ai-model-sizes-by-up-to-50-while-preservin-1454</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/medical-search-platform-enhancing-query-relevance-and-user-safety-through-llm-po-1316</loc>
    <lastmod>2025-12-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantization-framework-delivering-near-full-precision-accuracy-for-large-languag-1321</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/foundation-models-delivering-high-quality-fast-image-and-short-video-generation-1284</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-ai-model-reducing-latency-and-power-for-on-device-inference-with-dyna-1349</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-embedding-models-delivering-state-of-the-art-semantic-similarity-for-lon-1471</loc>
    <lastmod>2026-02-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-improving-e-commerce-search-llms-with-accurate-product-knowledge-and-r-1553</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-foundation-models-delivering-fast-memory-efficient-ai-inference-for-edge-1306</loc>
    <lastmod>2025-11-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/gpu-initiated-networking-platform-reducing-latency-and-cpu-overhead-for-ai-model-1283</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dense-retrieval-platform-enhancing-short-video-search-relevance-by-integrating-d-1279</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enforcing-ai-trust-and-provenance-with-verifiable-data-artifacts-for-se-1282</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-language-model-delivering-balanced-translation-and-understanding-ac-1538</loc>
    <lastmod>2026-03-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/universal-multilingual-text-embedding-model-delivering-top-tier-performance-for-1251</loc>
    <lastmod>2025-11-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-detecting-unsafe-prompts-by-learning-safe-prompt-patterns-to-reduce-false-1436</loc>
    <lastmod>2026-02-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-asr-and-ast-models-offering-fast-accurate-speech-recognition-and-tr-906</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-llm-safety-guardrail-models-enabling-nuanced-and-real-time-content-1185</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/test-time-adaptation-tool-reducing-edge-device-computation-by-63x-for-robust-rea-1171</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/alignment-framework-improving-open-source-llm-responses-for-intent-accuracy-with-1286</loc>
    <lastmod>2025-11-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-optimizing-visual-content-discovery-to-increase-organic-traffic-and-use-1433</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/end-to-end-autonomous-driving-models-transforming-vehicle-control-with-scalable-1557</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/battery-diagnostics-platform-providing-edge-enabled-accurate-physics-aware-batte-1340</loc>
    <lastmod>2025-12-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-camera-only-bev-perception-platform-delivering-state-of-the-art-accura-1335</loc>
    <lastmod>2025-12-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ctr-prediction-model-improving-accuracy-and-efficiency-by-integrating-sequential-1169</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/security-platform-protecting-autonomous-ai-agents-in-healthcare-from-data-breach-1561</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-spoken-dialogue-model-delivering-personalized-voice-cloning-with-low-l-1396</loc>
    <lastmod>2026-01-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-search-engine-delivering-integrated-audiovisual-retrieval-for-efficie-1465</loc>
    <lastmod>2026-02-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-attention-mechanism-accelerating-long-context-llms-with-up-to-14-7x-gp-1265</loc>
    <lastmod>2025-11-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ranking-model-platform-improving-livestream-recommendation-accuracy-and-user-eng-1417</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multilingual-speech-recognition-and-forced-alignment-models-delivering-state-of-1414</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-image-enhancement-process-that-delivers-fast-lightweight-spatial-awa-439</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-ctr-prediction-accuracy-by-discretizing-multimodal-embeddings-in-1467</loc>
    <lastmod>2026-02-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/declarative-language-automating-predictive-model-training-on-relational-database-1448</loc>
    <lastmod>2026-02-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-preference-optimization-platform-enhancing-generative-model-alignment-acro-1298</loc>
    <lastmod>2025-11-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dataset-enabling-expert-level-llm-alignment-with-90-less-data-for-scalable-open-1129</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-tool-reducing-llm-memory-footprint-by-30-and-boosting-gpu-inference-1559</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-video-streaming-platform-reducing-bandwidth-by-over-60-while-maintain-1428</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/retrieval-platform-boosting-ai-contextual-knowledge-accuracy-and-efficiency-for-1220</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-beam-tracking-model-improving-5g-6g-network-performance-under-dynamic-c-1328</loc>
    <lastmod>2025-12-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-framework-that-denoises-implicit-feedback-to-enhance-recommendatio-338</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-time-series-forecasting-accuracy-and-generalization-across-domai-1468</loc>
    <lastmod>2026-02-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/indexing-method-eliminating-embedding-collisions-to-improve-recommendation-model-1479</loc>
    <lastmod>2026-02-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-multimodal-ai-model-delivering-frontier-level-vision-language-reasoning-1390</loc>
    <lastmod>2026-01-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-generative-model-for-personalized-search-and-recommendation-improving-1047</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/digital-twin-platform-detecting-and-classifying-cyber-attacks-to-maintain-safe-r-1565</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-multi-interest-retrieval-model-for-recommender-systems-enhancing-user-e-304</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-industrial-valve-faults-with-high-accuracy-and-zero-false-alarm-1517</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/password-strength-scoring-tool-delivering-99-accuracy-and-actionable-feedback-to-1259</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-sparsity-platform-reducing-llm-inference-cost-by-50-while-maintaining-9-1470</loc>
    <lastmod>2026-02-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-multilingual-document-parsing-model-delivering-state-of-the-art-accuracy-1189</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-generating-ad-texts-that-boost-conversion-rates-while-ensuring-complia-1461</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-optimization-platform-reducing-inference-costs-and-improving-efficiency-fo-1458</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/scalable-self-supervised-learning-platform-delivering-stable-heuristic-free-repr-1253</loc>
    <lastmod>2025-11-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-3d-consistent-gaze-redirection-platform-delivering-high-quality-eye-mo-1268</loc>
    <lastmod>2025-11-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-task-ai-network-delivering-accurate-real-time-urban-driving-perception-for-1457</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conversational-memory-retrieval-system-delivering-high-accuracy-and-efficiency-w-1546</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-large-scale-content-retrieval-platform-boosting-engagement-for-profess-1192</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fast-accurate-ai-generated-image-detection-platform-with-superior-cross-model-ge-1191</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/self-hosted-text-to-sql-model-reducing-input-tokens-by-99-for-faster-cheaper-and-1586</loc>
    <lastmod>2026-03-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/audio2face-3d-is-a-real-time-audio-driven-facial-animation-platform-enabling-gam-435</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-model-improvements-boosting-collaborative-filtering-accuracy-and-1249</loc>
    <lastmod>2025-11-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-video-generation-model-producing-high-quality-long-high-resolution-vid-1054</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/semantic-search-platform-delivering-sub-second-queries-over-trillion-scale-text-1455</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-large-scale-multilingual-llm-platform-tailored-for-southeast-asian-e-commerce-667</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/feature-upsampling-tool-delivering-precise-high-resolution-outputs-from-low-res-1287</loc>
    <lastmod>2025-11-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/image-generation-platform-delivering-task-specific-enhancements-that-boost-user-1529</loc>
    <lastmod>2026-03-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-automating-structured-product-knowledge-graph-creation-to-enhance-e-com-1269</loc>
    <lastmod>2025-11-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-vision-language-model-improving-visual-detail-and-reasoning-for-efficien-1526</loc>
    <lastmod>2026-03-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-model-platform-boosting-e-commerce-search-relevance-by-27-through-cap-1309</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-supply-chain-planning-platform-that-improves-inventory-accuracy-an-547</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/activation-steering-tool-improving-large-language-models-contextual-faithfulness-1373</loc>
    <lastmod>2026-01-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-that-improves-conversion-rate-predictions-from-incomplete-multi-label-adver-1341</loc>
    <lastmod>2025-12-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-speech-enhancement-model-improving-audio-clarity-for-mobile-and-embe-419</loc>
    <lastmod>2025-08-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-generative-model-platform-delivering-real-time-query-driven-text-s-471</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-edge-deployable-ai-system-improving-real-time-shoplifting-detection-accuracy-1525</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mixed-reality-platform-enhancing-childbirth-training-with-precise-manikin-locali-1440</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-generating-personalized-driving-plans-from-natural-language-instructions-f-1591</loc>
    <lastmod>2026-03-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cross-domain-anomaly-detection-model-improving-early-diagnosis-and-defect-detect-1438</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bot-detection-tool-leveraging-human-motion-perception-to-secure-surveys-and-onli-1319</loc>
    <lastmod>2025-12-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-continuous-visual-tokenizer-platform-for-superior-image-understanding-an-1145</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-time-series-analysis-platform-improving-accuracy-and-robustness-across-c-1348</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/co-designed-platform-accelerating-transformer-inference-with-efficient-softmax-a-1205</loc>
    <lastmod>2025-10-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/energy-aware-self-optimizing-ai-hardware-systems-enabling-up-to-1000-efficiency-1524</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-3d-human-mesh-recovery-platform-delivering-accurate-pose-and-expressio-1420</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-app-for-wearable-devices-that-leverages-sweetdeep-model-to-deliver-accurate-r-1318</loc>
    <lastmod>2025-12-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-managing-and-scaling-ml-models-to-accelerate-drug-discovery-pipelines-w-1329</loc>
    <lastmod>2025-12-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/edge-ai-platform-for-real-time-privacy-preserving-human-activity-recognition-via-1232</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mixed-precision-quantization-framework-boosting-neural-network-efficiency-and-ac-1212</loc>
    <lastmod>2025-10-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/geometric-recommendation-platform-improving-explainability-and-bias-detection-in-1556</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cross-modal-embedding-platform-delivering-state-of-the-art-multilingual-text-and-1558</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/test-time-adaptation-method-boosting-model-accuracy-and-efficiency-on-distributi-1101</loc>
    <lastmod>2025-10-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adsense-for-llms-generative-auction-platform-optimizing-llm-native-ad-allocation-1338</loc>
    <lastmod>2025-12-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-e-commerce-recommendations-by-efficiently-capturing-multi-behavi-1401</loc>
    <lastmod>2026-01-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-on-device-robotic-manipulation-system-translating-natural-language-commands-i-1447</loc>
    <lastmod>2026-02-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/small-language-models-delivering-scalable-accurate-biomedical-evidence-verificat-1520</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-serving-platform-reducing-update-delays-and-operational-costs-for-multi-te-1462</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/clinical-grade-ai-model-improving-intraoperative-pathology-accuracy-and-efficien-1100</loc>
    <lastmod>2025-10-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/video-compression-platform-delivering-scalable-high-quality-perceptual-video-at-1563</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-fall-detection-platform-using-wearable-accelerometer-data-to-protect-721</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-anomaly-detection-platform-using-wearables-and-ambient-sensors-to-al-217</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-recommender-system-agent-framework-that-improves-user-modeling-and-recommendat-453</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-compression-method-reducing-compute-and-memory-with-integrated-pruning-and-1342</loc>
    <lastmod>2025-12-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bilingual-image-generation-model-delivering-superior-chinese-text-rendering-and-1332</loc>
    <lastmod>2025-12-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-model-producing-fast-synchronized-human-audio-video-content-with-high-1579</loc>
    <lastmod>2026-03-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-model-delivering-accurate-multi-view-coronary-angiography-analysis-for-improv-1560</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-delivering-compact-efficient-geospatial-ai-models-for-rapid-low-carbon-1102</loc>
    <lastmod>2025-10-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/noise-robust-convolution-model-improving-image-recognition-accuracy-in-complex-n-1296</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/structured-pruning-method-improving-llm-efficiency-and-accuracy-without-retraini-1588</loc>
    <lastmod>2026-03-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-aerodynamic-forces-rapidly-for-automotive-and-aerospace-design-1198</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/pipeline-creating-affordable-small-language-models-for-low-resource-languages-to-1399</loc>
    <lastmod>2026-01-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-delivering-cost-efficient-privacy-preserving-ai-agents-matching-gpt-4o-1581</loc>
    <lastmod>2026-03-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-platform-reducing-inference-latency-by-offline-persona-profiling-1496</loc>
    <lastmod>2026-02-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-framework-improving-recommender-accuracy-and-efficiency-by-modeling-1493</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sparse-moe-model-delivering-frontier-level-agent-intelligence-with-efficient-inf-1453</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fine-grained-reward-system-boosting-accuracy-and-compliance-in-tool-integrated-a-1505</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-platform-for-real-time-lesion-analysis-in-coronary-angiography-improvi-1573</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-analyzing-user-behavior-and-detecting-anomalies-in-real-time-to-enhance-1423</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-annotation-free-ai-model-generating-accurate-visually-grounded-medical-image-1066</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/makeup-customization-platform-delivering-precise-controllable-virtual-makeup-wit-1173</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/resource-efficient-radiology-foundation-model-framework-delivering-state-of-the-1528</loc>
    <lastmod>2026-03-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-optimizing-mobile-battery-life-with-personalized-safe-power-policies-usin-1574</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/document-parsing-platform-improving-accuracy-and-speed-by-focusing-on-relevant-v-1590</loc>
    <lastmod>2026-03-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-3d-surgical-scene-reconstruction-platform-improving-accuracy-and-speed-1311</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-autonomous-driving-decisions-and-planning-through-integrated-rea-1308</loc>
    <lastmod>2025-12-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/latent-spatio-temporal-reasoning-model-enhancing-autonomous-driving-safety-and-p-1512</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/process-improving-social-chat-llms-to-boost-user-engagement-and-instruction-comp-1511</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-tool-that-enables-frontline-health-workers-to-screen-and-triage-malnourished-c-1288</loc>
    <lastmod>2025-11-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/surrogate-modeling-platform-accelerating-epidemic-simulations-for-real-time-hosp-1495</loc>
    <lastmod>2026-02-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-model-training-using-medical-reports-to-scale-early-multi-tumor-detection-wit-1186</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-generating-and-evaluating-autonomous-driving-trajectories-for-safer-mo-1326</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-stereo-matching-platform-delivering-high-accuracy-and-efficiency-on-ed-1494</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diffusion-model-based-planner-delivering-scalable-high-performance-end-to-end-au-1501</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/semantic-embedding-framework-enhancing-e-commerce-search-relevance-and-user-enga-1478</loc>
    <lastmod>2026-02-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-recommendation-retrieval-platform-improving-relevance-and-efficiency-b-1477</loc>
    <lastmod>2026-02-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/test-time-ai-behavior-control-platform-improving-model-alignment-with-human-valu-1489</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deep-learning-model-delivering-robust-risk-adjusted-macro-portfolio-returns-acro-1378</loc>
    <lastmod>2026-01-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/robust-ai-safety-platform-reducing-jailbreak-risks-and-computational-costs-for-l-1376</loc>
    <lastmod>2026-01-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-assistant-accelerating-simulink-modeling-accuracy-and-speed-for-industrial-en-1375</loc>
    <lastmod>2026-01-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-generative-speech-restoration-service-that-delivers-studio-quality-voi-1357</loc>
    <lastmod>2025-12-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-recommendation-platform-improving-retrieval-accuracy-and-scalability-1164</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-discovering-superior-vehicle-routing-heuristics-with-minimal-compute-us-1157</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/language-models-optimized-for-low-resource-environments-delivering-efficient-mul-1387</loc>
    <lastmod>2026-01-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-hierarchical-tax-codes-for-e-commerce-products-to-reduce-compli-1386</loc>
    <lastmod>2026-01-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-on-device-smartphone-app-estimating-bmi-from-photos-for-health-conscious-cons-476</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-multimodal-model-delivering-top-tier-visual-generation-and-understanding-1548</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/phishing-detection-platform-delivering-real-time-highly-accurate-url-threat-iden-1356</loc>
    <lastmod>2025-12-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-gradient-boosting-platform-delivering-higher-accuracy-and-robustness-ac-1272</loc>
    <lastmod>2025-11-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/universal-visual-perception-model-delivering-multi-task-representations-for-scal-1257</loc>
    <lastmod>2025-11-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-simulating-interactive-physically-plausible-virtual-worlds-for-robotics-1255</loc>
    <lastmod>2025-11-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-ai-assistant-platform-that-generates-contextually-relevant-and-stylis-957</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diffusion-based-image-compression-model-delivering-high-efficiency-and-quality-a-1295</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-dns-tunnel-detection-system-delivering-high-accuracy-and-low-latency-f-1336</loc>
    <lastmod>2025-12-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-privately-deployed-llm-applications-that-deliver-efficient-long-cont-1314</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/neural-network-extracting-fingerprint-minutiae-end-to-end-with-superior-accuracy-1474</loc>
    <lastmod>2026-02-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-horizon-time-series-forecasting-model-improving-short-term-accuracy-and-ro-1245</loc>
    <lastmod>2025-11-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/uncertainty-quantification-method-for-foundation-models-that-improves-calibratio-1415</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-block-diffusion-language-model-enabling-faster-parallel-text-generation-for-ai-1078</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-search-relevance-by-self-evolving-with-multi-agent-learning-from-1392</loc>
    <lastmod>2026-01-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-lip-sync-platform-delivering-high-quality-speech-driven-lip-animation-1360</loc>
    <lastmod>2025-12-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-embedding-real-time-agent-feedback-to-rapidly-improve-llm-customer-supp-1127</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-speed-unified-model-generating-industrial-grade-720p-videos-and-images-for-1243</loc>
    <lastmod>2025-11-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-detecting-real-time-misbehavior-in-vehicular-platoons-to-enhance-safety-an-1354</loc>
    <lastmod>2025-12-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-delivering-rapid-accurate-and-scalable-agricultural-field-boundary-maps-1274</loc>
    <lastmod>2025-11-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-ai-powered-wearable-platform-delivering-personalized-health-management-1271</loc>
    <lastmod>2025-11-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-graph-neural-network-platform-detecting-financial-fraud-by-analyzing-te-488</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/machine-learning-system-accelerating-global-methane-leak-detection-and-verificat-1256</loc>
    <lastmod>2025-11-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommender-system-model-improving-user-engagement-and-sales-by-integrating-worl-1361</loc>
    <lastmod>2025-12-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-system-automating-chest-x-ray-interpretation-to-improve-diagnostic-accuracy-a-1358</loc>
    <lastmod>2025-12-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/attention-architecture-reducing-memory-use-by-75-and-increasing-decoding-speed-u-1231</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fast-shap-computation-platform-accelerating-decision-tree-interpretability-for-l-1261</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/intent-reasoning-platform-enhancing-recommender-systems-with-efficient-diverse-a-1350</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-ensuring-safe-secure-and-compliant-ai-interactions-for-enterprises-usin-1215</loc>
    <lastmod>2025-10-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/many-in-one-reasoning-llm-platform-cutting-training-costs-over-360x-and-deployme-1285</loc>
    <lastmod>2025-11-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-orchestrating-multi-agent-ai-workflows-to-transform-high-level-creative-1437</loc>
    <lastmod>2026-02-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-for-autonomous-software-evolution-ensuring-continuous-quality-and-zero-1592</loc>
    <lastmod>2026-03-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-understanding-model-that-efficiently-processes-streaming-video-for-real-1061</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/embedding-platform-improving-llm-training-efficiency-and-accuracy-using-linguist-1330</loc>
    <lastmod>2025-12-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-advancing-ai-to-integrate-multisensory-data-for-richer-human-ai-interac-1377</loc>
    <lastmod>2026-01-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-multi-class-object-detection-platform-delivering-high-accuracy-and-spe-1540</loc>
    <lastmod>2026-03-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-autonomously-detecting-and-mitigating-multi-tier-supply-chain-disrup-1389</loc>
    <lastmod>2026-01-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/scalable-image-feature-extraction-platform-accelerating-analysis-of-large-biomed-1539</loc>
    <lastmod>2026-03-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-delivering-accurate-real-time-patient-level-clinical-question-answer-1393</loc>
    <lastmod>2026-01-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-tool-reducing-genai-model-memory-by-27-and-boosting-throughput-for-a-1099</loc>
    <lastmod>2025-10-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-app-recommendation-platform-improving-click-through-rates-by-combining-semant-443</loc>
    <lastmod>2025-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/human-activity-recognition-platform-improving-efficiency-and-safety-for-on-deman-1056</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-ad-auction-outcomes-offline-to-reduce-costly-and-risky-online-a-1320</loc>
    <lastmod>2025-12-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-synthesizing-photorealistic-novel-views-from-a-single-image-in-under-a-sec-1339</loc>
    <lastmod>2025-12-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-method-halving-llm-size-and-boosting-inference-speed-without-accurac-1229</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/policy-violation-detection-tool-for-llms-delivering-efficient-interpretable-comp-1317</loc>
    <lastmod>2025-12-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/testing-platform-catching-pre-production-bugs-in-large-scale-backend-systems-to-1421</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/qa-system-reducing-hallucinated-content-and-improving-accuracy-and-safety-in-ind-1502</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-wearable-models-to-predict-and-manage-long-term-health-traject-1577</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-recommendation-platform-capturing-cross-scenario-user-interests-to-boost-1187</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/pre-ranking-framework-improving-recommender-system-efficiency-and-accuracy-by-ad-1516</loc>
    <lastmod>2026-03-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lidar-based-localization-platform-delivering-sub-50cm-accuracy-for-large-scale-o-1221</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-multi-agent-platform-improving-site-reliability-engineering-sre-diagno-1174</loc>
    <lastmod>2025-10-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-video-background-replacement-platform-that-ensures-consistent-foregr-603</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ultra-efficient-mobile-model-delivering-high-quality-real-world-image-super-reso-1096</loc>
    <lastmod>2025-10-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sparse-mixture-of-experts-models-delivering-scalable-efficient-large-scale-langu-1482</loc>
    <lastmod>2026-02-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/toolkit-accelerating-clinical-ai-development-with-unified-datasets-models-and-in-1406</loc>
    <lastmod>2026-01-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-recommendation-platform-boosting-slate-quality-by-10-and-inference-sp-1367</loc>
    <lastmod>2025-12-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantization-framework-delivering-full-precision-llm-accuracy-with-3x-faster-inf-1380</loc>
    <lastmod>2026-01-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/transformer-training-augmentation-boosting-efficiency-and-reducing-steps-with-mi-1527</loc>
    <lastmod>2026-03-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-forecasting-early-anomaly-signals-in-time-series-data-to-enable-proactive-1481</loc>
    <lastmod>2026-02-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/foundation-model-delivering-faster-scalable-and-more-accurate-tabular-data-predi-1452</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-speech-recognition-models-and-datasets-enabling-developers-and-resea-485</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/neural-video-compression-platform-enhancing-perceptual-quality-and-temporal-cons-1322</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-ctr-prediction-model-boosting-ad-revenue-and-engagement-through-advan-1427</loc>
    <lastmod>2026-02-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/trusted-ai-agent-platform-securing-multi-tenant-cloud-deployments-with-verifiabl-1327</loc>
    <lastmod>2025-12-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/comprehensive-framework-advancing-multimodal-object-detection-for-safer-smarter-1234</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-embedding-system-boosting-e-commerce-ad-click-through-rates-by-20-thr-1266</loc>
    <lastmod>2025-11-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-video-quality-assessment-model-delivering-perceptually-consistent-scor-1394</loc>
    <lastmod>2026-01-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-suite-offering-2-446-diverse-tabular-datasets-to-improve-outlier-detec-1450</loc>
    <lastmod>2026-02-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-approach-enabling-ai-agents-to-achieve-superior-autonomous-task-execu-967</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-level-fusion-model-combining-4d-radar-and-camera-data-to-enhance-3d-obje-984</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-memory-optimized-transformer-architecture-enhancing-long-context-understanding-1018</loc>
    <lastmod>2025-05-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/prima-is-a-vision-language-model-platform-that-improves-mri-diagnosis-accuracy-a-982</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-model-platform-that-designs-synthesizable-molecules-via-stepwise-re-945</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-that-tracks-evolving-user-preferences-as-explainable-distributions-t-1065</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-image-compression-platform-leveraging-diffusion-models-to-deliver-h-903</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-architecture-enabling-dynamic-compute-scaling-for-large-ai-models-benefi-966</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-improves-language-model-reasoning-consist-916</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-interactive-ai-platform-for-medical-imaging-that-enables-real-time-expert-fee-1002</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-domain-wireless-channel-modeling-platform-that-improves-cellular-network-908</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-large-scale-reasoning-model-platform-delivering-efficient-specialize-979</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sr-3d-is-a-vision-language-model-enabling-flexible-2d-and-3d-region-annotation-f-748</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-medical-ai-model-combining-image-analysis-and-textual-reasoning-for-p-986</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-sparse-mixture-of-experts-diffusion-language-model-offering-efficient-inferenc-1053</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-4d-scene-understanding-platform-enhancing-autonomous-vehicle-percep-1013</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-pretrained-vision-language-model-enhancing-domain-specific-image-a-969</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-diffusion-based-localization-platform-that-improves-autonomous-vehicle-positio-923</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-process-that-enhances-language-models-reasoning-and-cha-993</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/end-to-end-platform-enhancing-recommender-systems-with-jointly-optimized-graph-n-1299</loc>
    <lastmod>2025-11-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/end-to-end-driving-model-generating-diverse-efficient-trajectories-for-autonomou-1003</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-ai-platform-delivering-accurate-3d-ct-medical-analysis-and-clinical-insi-1483</loc>
    <lastmod>2026-02-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fast-3d-scene-reconstruction-platform-from-unstructured-images-for-real-time-app-1250</loc>
    <lastmod>2025-11-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-3d-indoor-scene-generation-model-that-creates-photorealistic-seman-932</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-agent-decision-framework-enhancing-e-commerce-search-accuracy-and-user-sat-1216</loc>
    <lastmod>2025-10-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-image-classification-platform-that-improves-accuracy-and-interpret-919</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-policy-learning-framework-that-improves-safety-and-reliability-in-end-to-end-a-962</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-model-using-only-camera-input-to-predict-safe-t-149</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mimo-receiver-model-improving-wireless-signal-decoding-accuracy-and-efficiency-a-1459</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/omni-modal-model-delivering-efficient-multi-turn-audio-visual-dialogue-with-adva-1176</loc>
    <lastmod>2025-10-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/graph-intelligence-platform-autonomously-discovering-meaningful-patterns-in-know-1513</loc>
    <lastmod>2026-03-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-ai-assistant-platform-delivering-instant-accurate-tennis-match-insig-882</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/end-to-end-autonomous-driving-model-enhancing-perception-and-planning-for-robust-1434</loc>
    <lastmod>2026-02-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-retrieval-platform-delivering-top-ranked-search-accuracy-across-text-1374</loc>
    <lastmod>2026-01-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-combining-code-generation-and-automated-review-to-boost-developer-pr-1008</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-lstm-based-precoding-platform-for-ris-aided-mmwave-mimo-systems-that-reduces-840</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-dynamic-view-synthesis-model-delivering-real-time-4k-rendering-with-mini-1347</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/similarity-search-platform-balancing-relevance-and-diversity-to-enhance-retrieva-1445</loc>
    <lastmod>2026-02-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/component-level-energy-profiling-tool-for-transformers-to-optimize-ai-inference-1095</loc>
    <lastmod>2025-10-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-process-that-boosts-large-language-model-learning-efficiency-by-addin-1009</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/faster-and-cheaper-small-molecule-modeling-for-drug-discovery-workflows-1370</loc>
    <lastmod>2026-01-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-platform-using-5g-gnss-signals-to-deliver-accurate-real-time-3d-946</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-accelerating-large-language-models-with-flexible-sparsity-patterns-to-boo-1523</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/security-analysis-tool-detecting-vulnerabilities-in-llm-agent-applications-to-pr-1583</loc>
    <lastmod>2026-03-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-face-liveness-detection-tool-preventing-spoofing-attacks-for-faster-1238</loc>
    <lastmod>2025-11-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/consistent-text-to-image-generation-platform-delivering-fast-high-quality-multi-1273</loc>
    <lastmod>2025-11-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-forecasting-model-using-frequency-specialized-linear-experts-for-e-922</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-mobile-optimized-video-generation-model-enabling-real-time-ai-video-creation-o-117</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/probabilistic-model-improving-long-term-recommendation-accuracy-by-adapting-to-t-1303</loc>
    <lastmod>2025-11-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/anomaly-detection-platform-for-medical-imaging-enabling-precise-lesion-localizat-847</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-fusion-model-improving-medical-image-diagnosis-accuracy-while-cutting-1476</loc>
    <lastmod>2026-02-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-text-embedding-model-delivering-state-of-the-art-performance-for-mul-994</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/knowledge-distillation-platform-reducing-autonomous-driving-model-size-and-laten-1416</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-real-time-high-resolution-air-pollution-levels-in-delhi-ncr-wit-1486</loc>
    <lastmod>2026-02-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-process-that-enhances-large-language-models-with-critic-1011</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ctr-prediction-model-improving-ad-performance-by-integrating-ranking-and-reranki-1301</loc>
    <lastmod>2025-11-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-platform-optimizing-multi-agent-routing-and-facility-location-to-177</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-e-commerce-search-relevance-with-fast-multi-perspective-reasonin-1418</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/transformer-model-architecture-cutting-training-time-and-latency-with-parallel-l-1196</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-temporal-aware-siamese-tracking-model-for-uavs-delivering-robust-efficient-aer-842</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hierarchical-bidding-platform-optimizing-cross-channel-ad-budgets-to-boost-adver-1499</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-keyframe-sampling-tool-enhancing-long-form-video-understanding-for-vis-1097</loc>
    <lastmod>2025-10-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-grading-platform-delivering-accurate-scalable-evaluation-for-diverse-subjecti-1161</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-multi-agent-ai-platform-that-dynamically-assembles-expert-teams-to-i-929</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-inference-platform-cutting-llm-reasoning-tokens-by-22-while-maintaining-1214</loc>
    <lastmod>2025-10-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-sequence-based-platform-integrating-structural-insights-for-accurate-927</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/algorithmic-ad-scheduling-platform-maximizing-user-engagement-by-optimizing-ad-t-1001</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/medical-ai-platform-delivering-reliable-open-ended-clinical-reasoning-across-tex-1497</loc>
    <lastmod>2026-02-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-analyzing-llm-driven-agents-transforming-industry-workflows-with-auton-1204</loc>
    <lastmod>2025-10-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-proactive-error-correction-process-for-language-models-enhancing-decision-maki-985</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-based-decision-model-that-improves-autonomous-vehicle-navigation-s-859</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-ai-framework-that-enhances-prenatal-anomaly-detection-accuracy-while-e-963</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/comprehensive-dataset-platform-accelerating-autonomous-vehicle-development-throu-1312</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/3d-point-cloud-tracking-platform-improving-accuracy-and-speed-by-removing-spatia-1281</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-that-improves-recommendation-systems-by-filtering-noise-and-disentan-1006</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-agent-islamic-qa-platform-delivering-precise-citation-backed-religious-gui-1531</loc>
    <lastmod>2026-03-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-predicting-cancer-mutation-progression-and-severity-to-recommend-tre-796</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-deduplication-platform-that-improves-duplicate-product-detection-fo-949</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-enhanced-gan-model-generating-realistic-fraud-data-samples-to-impr-987</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-plug-and-play-memory-layer-that-improves-reliability-and-consistency-of-ai-cus-976</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/scalable-molecular-generation-platform-delivering-property-driven-drug-candidate-1236</loc>
    <lastmod>2025-11-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vit-based-cancer-classification-model-and-preprocessing-pipeline-for-accurate-988</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-memory-efficient-optimizer-accelerating-training-of-large-ai-models-for-resear-938</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-framework-for-yolov8-enabling-real-time-aerial-object-detection-on-e-836</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-low-latency-streaming-mel-vocoder-model-enabling-real-time-high-quality-speech-926</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-energy-efficient-machine-learning-inference-on-microcontroller-955</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-motion-generation-platform-delivering-stable-precise-character-control-1323</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-wireless-channel-estimation-platform-using-multimodal-environmental-se-1324</loc>
    <lastmod>2025-12-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-modulation-platform-delivering-customizable-ai-behavior-without-retraining-1543</loc>
    <lastmod>2026-03-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-enhanced-by-large-language-models-to-improve-m-975</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-recommending-repurposed-drugs-using-integrated-deep-learning-and-exte-1262</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/anomaly-detection-system-combining-two-specialized-models-for-industrial-and-sem-1050</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/image-editing-platform-enhancing-semantic-accuracy-and-background-fidelity-with-1381</loc>
    <lastmod>2026-01-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-agent-ai-platform-generating-cost-effective-high-fidelity-educational-vide-1460</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-3d-parking-lot-reconstruction-platform-delivering-fast-memory-efficien-1398</loc>
    <lastmod>2026-01-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-smartphone-ai-instruction-recommendation-platform-enabling-intuitive-one-touch-900</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-optimizer-accelerating-training-of-large-ai-models-with-reduced-me-924</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-malicious-intent-detection-model-using-adversarial-training-and-retr-917</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-allocation-framework-optimizing-multilingual-training-corpora-for-large-l-952</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bidding-aware-retrieval-platform-improves-ad-traffic-allocation-accuracy-for-onl-258</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-loss-function-for-face-recognition-models-that-improves-accuracy-by-emphasizin-1005</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/foundation-model-advancing-software-engineering-by-reducing-costs-and-improving-1473</loc>
    <lastmod>2026-02-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-recommendation-model-with-time-aware-prompts-and-trend-inference-to-898</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sparse-computation-platform-reducing-llm-inference-and-training-costs-by-over-99-1582</loc>
    <lastmod>2026-03-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/acceleration-tool-reducing-diffusion-model-inference-time-by-5x-while-preserving-1313</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-financial-analysis-platform-delivering-reliable-multi-dimensional-961</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-generating-structurally-compatible-drug-ligands-to-accelerate-scalable-pro-1260</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/collaborative-memory-platform-improving-recommender-accuracy-and-efficiency-with-1384</loc>
    <lastmod>2026-01-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuning-method-for-large-language-model-editing-that-improves-accuracy-and-1033</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/defense-module-enhancing-vision-transformer-robustness-against-adversarial-patch-1544</loc>
    <lastmod>2026-03-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/agentic-code-model-delivering-reliable-context-aware-coding-assistance-across-di-1209</loc>
    <lastmod>2025-10-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-model-improving-accuracy-and-efficiency-for-ultra-long-user-behav-1484</loc>
    <lastmod>2026-02-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-suite-of-compliant-multilingual-large-language-models-enabling-global-ai-ap-897</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/transactiongpt-a-powerful-foundation-model-that-accurately-predicts-and-classifi-1258</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/detection-platform-identifying-targeted-attacks-in-black-box-llms-through-real-t-1506</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-accurate-time-series-forecasting-model-for-web-platforms-enabling-real-ti-1092</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-planning-platform-improving-autonomous-vehicle-safety-and-speed-in-comple-1132</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-for-precise-low-cost-multilingual-control-in-large-language-models-enhancin-1130</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-unifying-vision-language-and-action-for-adaptable-real-world-robotic-au-1156</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-improving-vision-language-model-accuracy-at-inference-without-labeled-d-1154</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-training-method-improving-large-language-model-reasoning-accuracy-by-learn-1141</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-delivering-robust-portfolio-optimization-resilient-to-market-stress-and-1149</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enhancing-autonomous-vehicle-safety-through-scalable-ai-driven-scenario-1143</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-recommendation-system-enabling-users-to-actively-control-recommendations-via-n-1021</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-neural-network-model-that-improves-image-recognition-and-segmentation-robustne-944</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/interactive-mobile-assistant-platform-that-improves-real-world-task-completion-a-1026</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-foundation-model-for-accurate-forecasting-of-chaotic-systems-benefiting-weathe-1045</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/security-platform-detecting-and-mitigating-near-constant-poisoning-attacks-on-la-1135</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-throughput-vision-language-reranking-tool-reducing-compute-and-storage-cost-1147</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/monocular-depth-estimation-model-delivering-high-precision-artifact-free-3d-poin-1105</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-ensuring-efficient-transformer-models-balance-linear-and-softmax-attention-1103</loc>
    <lastmod>2025-10-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pruning-method-enabling-extreme-sparsity-in-large-language-models-to-reduce-co-1086</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-model-platform-for-drug-developers-to-design-and-optimize-small-mol-1076</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-clinical-decision-support-system-that-improves-disease-prediction-accuracy-and-1023</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-condensing-large-relational-databases-into-compact-graphs-for-faster-sc-1110</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/transformer-attention-optimization-platform-boosting-model-efficiency-and-stabil-1123</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vectorized-flashattention-tool-boosting-risc-v-ai-model-performance-with-efficie-1144</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autoregressive-image-generation-model-delivering-superior-quality-and-efficiency-1128</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-diffusion-model-integrating-vision-language-and-robotic-control-for-im-1079</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-ai-tool-detecting-complex-c-c-code-vulnerabilities-with-high-accurac-1137</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-medical-ai-model-providing-accurate-disease-diagnosis-and-explainable-1060</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-spoken-ai-that-thinks-while-listening-to-reduce-latency-and-improve-in-1133</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-protein-fragment-encoder-and-generative-platform-enabling-efficient-fragment-i-806</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimized-sparse-ternary-gemm-kernel-boosting-quantized-llm-inference-on-apple-s-1116</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-recommendation-platform-that-enhances-personalized-content-marketing-by-combin-964</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-platform-evaluating-multimodal-medical-retrieval-models-for-improved-h-1136</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/human-ai-collaboration-platform-ensuring-reliable-clinical-trial-outcomes-despit-1146</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-hybrid-attention-model-improving-long-context-recall-and-reasoning-in-1104</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-clinical-diagnosis-framework-that-integrates-external-medical-knowl-1004</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-generating-customized-standards-aligned-math-problems-to-improve-k-12-l-1115</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-agent-that-automates-complex-data-analysis-by-iteratively-planning-and-ver-1043</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-simulating-personalized-online-shopping-behaviors-to-improve-user-exper-1125</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-time-series-forecasting-model-improving-accuracy-and-generalization-for-indust-1049</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bayesian-portfolio-optimization-tool-adapting-to-market-uncertainty-for-improved-1138</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-compression-method-for-large-language-models-that-improves-accuracy-and-effici-1032</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-detecting-blind-dos-attacks-in-5g-networks-using-llms-for-real-time-sec-1153</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-reducing-reasoning-errors-in-ai-by-separating-logic-from-plausibility-biase-1118</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-trajectory-prediction-platform-that-denoises-and-predicts-out-of-sight-object-913</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-visual-localization-model-that-refines-noisy-gps-using-2d-maps-and-camera-view-937</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/regularization-tool-cutting-training-costs-and-boosting-model-robustness-across-1117</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/interpretability-tool-revealing-neural-network-decisions-to-improve-trust-and-de-1150</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/intrusion-detection-platform-improving-rare-attack-detection-in-imbalanced-netwo-1114</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enhancing-ai-moral-response-accuracy-through-convergent-self-correction-1113</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-that-autonomously-detects-and-patches-software-vulnerabil-935</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-that-autonomously-detects-and-patches-software-vulnerabil-921</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-for-accurate-mobile-localization-and-angular-power-mapping-without-loca-1158</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/robust-finetuning-tool-improving-model-accuracy-and-resilience-under-distributio-1109</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-improving-legal-ai-retrieval-accuracy-to-reduce-errors-and-enhance-deci-1106</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-improving-llm-reasoning-accuracy-by-selecting-uniform-information-densi-1119</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-segmentation-platform-enhancing-autonomous-driving-perception-accurac-1122</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-exposing-and-mitigating-adversarial-rank-manipulation-in-llm-based-retrieva-1112</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/safety-first-multimodal-ai-model-improving-reasoning-accuracy-and-reducing-harmf-1140</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/inference-optimization-tool-reducing-llm-overthinking-to-save-compute-and-improv-1107</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-for-rapid-3d-object-capture-and-real-time-rendering-enabling-immersive-1151</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-reducing-small-language-model-pretraining-cost-by-over-9x-with-maintain-1126</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-generating-lidar-invisible-3d-objects-to-test-autonomous-vehicle-detect-1120</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-automating-defect-detection-model-design-to-improve-industrial-quality-1131</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-precise-multimodal-image-editing-and-generation-for-diverse-cr-1124</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-schema-adaptation-platform-boosting-small-language-model-tool-use-accuracy-1121</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-revealing-llm-gaps-in-complex-business-query-understanding-for-smarter-1108</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enhancing-ai-model-robustness-by-leveraging-inference-compute-to-defend-1152</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-accelerating-diffusion-llm-inference-by-7x-for-faster-high-quality-text-gen-1155</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/flexible-nonlinear-modules-boosting-neural-network-accuracy-across-architectures-1134</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/reinforcement-learning-platform-enhancing-ai-reasoning-with-adaptive-tool-use-fo-1160</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-efficient-long-form-reasoning-in-ai-with-linear-compute-and-co-1148</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-reranking-model-boosting-recommendation-quality-with-near-real-time-in-1227</loc>
    <lastmod>2025-10-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-reasoning-platform-cutting-livestream-response-latency-30x-to-boost-engagemen-1165</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/prompt-injection-detection-tool-delivering-fast-accurate-and-auditable-screening-1537</loc>
    <lastmod>2026-03-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/causality-driven-model-improving-cross-domain-recommendation-accuracy-and-reduci-1180</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-that-predicts-drug-target-binding-affinity-accurately-to-accelerate-drug-1028</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-recommendation-model-enhancing-personalization-accuracy-by-integratin-1395</loc>
    <lastmod>2026-01-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vision-based-traffic-intersection-control-platform-delivering-real-time-vehicle-1551</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-floating-point-format-reducing-memory-and-compute-costs-for-large-langua-1085</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-large-scale-video-generation-model-and-training-pipeline-for-scalable-1202</loc>
    <lastmod>2025-10-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tool-boosting-ai-model-accuracy-by-reusing-pre-training-data-during-inference-fo-1244</loc>
    <lastmod>2025-11-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/streaming-platform-delivering-real-time-high-quality-interactive-video-generatio-1248</loc>
    <lastmod>2025-11-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-graph-neural-network-platform-that-improves-molecular-docking-algorithm-select-1077</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-python-sdk-generating-privacy-preserving-synthetic-tabular-data-for-189</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-modal-android-app-behavior-detection-platform-with-high-accuracy-and-resil-1182</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/supersimplenet-is-a-fast-adaptable-surface-defect-detection-model-for-manufactur-451</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/local-ai-system-delivering-accurate-preoperative-patient-answers-from-vetted-faq-1083</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-two-stage-contrastive-pre-training-platform-that-improves-recommendation-syste-457</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-anomaly-detection-platform-for-streaming-graph-edge-data-that-enhanc-703</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-self-supervised-platform-for-precise-image-to-point-cloud-registra-948</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-convolutional-autoencoder-model-that-improves-recommendation-accuracy-by-joint-598</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-video-model-enabling-zero-shot-visual-understanding-and-reasoning-f-996</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-secure-cost-effective-confidential-llm-inference-on-cpus-and-g-978</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-driven-platform-that-automates-data-pipeline-creation-for-enterprises-inte-970</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-diffusion-model-platform-that-accelerates-and-improves-autonom-378</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-architecture-enabling-single-training-with-flexible-runtime-scaling-for-ef-1425</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/accelerator-delivering-up-to-7-3x-faster-47x-more-efficient-deformable-attention-1270</loc>
    <lastmod>2025-11-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-ultrasound-imaging-platform-delivering-accurate-novel-views-for-enhanc-1254</loc>
    <lastmod>2025-11-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantization-method-reducing-ai-model-inference-cost-while-preserving-accuracy-a-1230</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/neural-video-compression-model-improving-video-quality-and-storage-efficiency-wi-1267</loc>
    <lastmod>2025-11-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-tool-maximizing-rank-retention-to-reduce-large-language-model-size-a-1344</loc>
    <lastmod>2025-12-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-multi-modal-decision-making-platform-for-autonomous-vehicles-enabling-1307</loc>
    <lastmod>2025-12-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-orchestrating-complex-business-workflows-with-ai-driven-logic-and-seman-1404</loc>
    <lastmod>2026-01-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/post-training-quantization-tool-restoring-safety-alignment-in-fine-tuned-llms-wh-1388</loc>
    <lastmod>2026-01-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-method-to-reduce-large-language-model-costs-and-latency-by-deferring-requests-1042</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-method-improving-visual-ai-models-by-reducing-bias-from-single-p-1039</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantization-platform-reducing-llm-memory-and-latency-for-efficient-edge-device-1213</loc>
    <lastmod>2025-10-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/distributed-training-method-improving-deep-learning-accuracy-and-speed-by-combin-1075</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-multimodal-model-delivering-efficient-high-quality-understanding-reasoni-1535</loc>
    <lastmod>2026-03-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/inference-acceleration-platform-cutting-vision-language-model-latency-by-over-2-1203</loc>
    <lastmod>2025-10-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-model-boosting-ctr-and-revenue-with-scalable-scenario-aware-featu-1201</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-converts-accessible-ppg-signals-into-diagnostic-quality-ecgs-to-999</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-improving-rare-cardiac-anomaly-detection-accuracy-and-equity-across-1572</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-modal-diagnostic-model-enhancing-real-world-clinical-decision-making-throu-1382</loc>
    <lastmod>2026-01-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/semantic-video-transmission-platform-improving-wireless-bandwidth-efficiency-and-1237</loc>
    <lastmod>2025-11-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-recommendation-framework-using-large-language-models-to-deliver-accurate-fair-1087</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ultra-lightweight-polyp-segmentation-models-delivering-real-time-accuracy-on-com-1435</loc>
    <lastmod>2026-02-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/decoding-method-accelerating-large-language-model-inference-by-accepting-semanti-1305</loc>
    <lastmod>2025-11-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-using-llms-to-automate-radiology-label-extraction-and-improve-vis-832</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spatiotemporal-graph-neural-process-platform-for-accurate-cardiac-motion-model-813</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-multi-agent-platform-optimizing-portfolios-with-integrated-options-tra-788</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sparse-kv-selection-platform-cutting-llm-inference-costs-by-90-while-preserving-1444</loc>
    <lastmod>2026-02-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-synthesizing-ai-agent-architectures-to-optimize-natural-language-intent-1372</loc>
    <lastmod>2026-01-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-efficient-deployment-of-ai-models-on-gpus-for-wireless-network-1093</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-enterprise-ai-platform-using-nvidia-nemotron-3-models-to-process-massive-cont-1362</loc>
    <lastmod>2025-12-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/video-generation-acceleration-platform-delivering-100-200x-faster-diffusion-mode-1355</loc>
    <lastmod>2025-12-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-federated-learning-aggregation-platform-that-enhances-model-security-and-accur-959</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-platform-assessing-language-agents-expert-level-reasoning-and-reliabil-1530</loc>
    <lastmod>2026-03-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-perception-enhancement-system-improving-autonomous-vehicle-situation-1059</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ultra-sparse-embedding-model-delivering-high-accuracy-with-up-to-300x-compute-an-1443</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/proprietary-financial-transaction-model-improves-accuracy-and-reduces-costs-for-1073</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/personalized-search-model-improving-user-engagement-by-preserving-semantic-knowl-1585</loc>
    <lastmod>2026-03-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/monocular-vision-system-delivering-precise-vehicle-distance-estimates-using-lice-1584</loc>
    <lastmod>2026-03-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-super-resolution-model-cutting-histopathology-image-processing-time-by-1568</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mobile-app-building-multilingual-digital-literacy-to-proactively-reduce-misinfor-1555</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-stable-attention-mechanism-improving-sequential-recommendation-accuracy-for-e-1052</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-meta-learning-framework-improving-credit-risk-prediction-accuracy-for-financia-1044</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-multimodal-knowledge-graph-platform-improving-e-commerce-recommendations-1490</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/agentic-cpt-platform-enabling-developers-to-build-powerful-autonomous-ai-agents-757</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-differentiable-lookup-operation-platform-that-accelerates-neural-network-infer-910</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-doubling-gpu-throughput-for-enterprise-llm-deployments-by-automating-mo-1411</loc>
    <lastmod>2026-01-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-conversational-recommendation-system-improving-accuracy-and-effici-1089</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantized-training-platform-boosting-llm-pre-training-speed-and-accuracy-on-nvid-1422</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compression-model-delivering-efficient-high-quality-low-resolution-video-encodin-1369</loc>
    <lastmod>2025-12-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-language-model-delivering-advanced-reasoning-and-planning-with-effic-1368</loc>
    <lastmod>2025-12-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deep-learning-platform-forecasting-indoor-air-quality-and-energy-use-to-optimize-1070</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-quantum-classical-neural-network-platform-enabling-accurate-credit-risk-a-896</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-neural-network-generalization-by-leveraging-convolutional-locali-1521</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-model-agnostic-ranking-system-for-code-completion-suggestions-that-enhanc-207</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-next-edit-suggestion-platform-that-boosts-developer-productivity-by-predicting-206</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/scalable-low-latency-energy-efficient-llm-inference-platform-optimized-for-enter-1289</loc>
    <lastmod>2025-11-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-trajectory-planning-framework-for-autonomous-vehicles-that-improves-safety-usi-998</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-optimizing-token-level-compute-allocation-to-reduce-inference-cost-while-m-1510</loc>
    <lastmod>2026-03-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-cnn-model-for-accurate-medical-image-segmentation-enabling-real-time-990</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/neural-network-model-delivering-accurate-robust-and-efficient-lane-detection-for-1431</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/nonlinear-function-approximation-platform-boosting-llm-inference-speed-over-4x-w-1432</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-interpretable-model-detecting-hallucinations-in-llm-outputs-with-hig-1403</loc>
    <lastmod>2026-01-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/video-generation-tool-platform-leveraging-open-source-model-hunyuanvideo-1-5-to-1291</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-framework-improving-ai-robustness-and-hallucination-detection-across-vis-1578</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-tutoring-platform-improving-educational-dialogue-reliability-explainabi-1587</loc>
    <lastmod>2026-03-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-resolution-image-generation-platform-delivering-4k-visuals-in-20-seconds-wi-1466</loc>
    <lastmod>2026-02-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-model-for-generating-high-quality-videos-and-images-from-text-or-im-422</loc>
    <lastmod>2025-08-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/loss-function-improving-top-k-recommendation-accuracy-and-robustness-for-evolvin-1409</loc>
    <lastmod>2026-01-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conversational-ai-delivering-professional-context-aware-financial-advice-for-con-1055</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-geometry-aware-image-editing-model-that-removes-objects-and-their-visual-artif-989</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/modeling-long-term-ad-revenue-impact-by-analyzing-user-advertiser-dynamics-with-1439</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-assisted-image-annotation-platform-that-reduces-manual-labeling-effort-for-co-530</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-bev-segmentation-model-for-fisheye-cameras-improving-autonomous-vehicle-percep-909</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-enhancing-medical-ai-diagnosis-by-integrating-dynamic-image-probing-wi-1346</loc>
    <lastmod>2025-12-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fp8-training-recipe-that-reduces-large-language-model-training-costs-and-resourc-1038</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-e-commerce-search-platform-improving-product-retrieval-accuracy-using-391</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-gaze-estimation-model-improving-accuracy-and-robustness-for-interact-1014</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-process-that-improves-language-model-safety-by-reasoning-through-potential-har-1091</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/image-fusion-model-delivering-fast-high-fidelity-cross-domain-fusion-with-one-mi-1491</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-multimodal-ai-model-delivering-real-time-visual-understanding-and-genera-1485</loc>
    <lastmod>2026-02-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-research-framework-revealing-architectural-design-rules-to-build-vision-models-1030</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-marketing-decisions-by-integrating-biased-observational-and-scar-1211</loc>
    <lastmod>2025-10-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/distributed-training-platform-boosting-throughput-for-ultra-long-context-large-l-1208</loc>
    <lastmod>2025-10-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-automating-interpretable-feature-discovery-to-enhance-online-review-qu-1163</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-real-time-atmospheric-turbulence-intensity-for-safer-more-accur-1532</loc>
    <lastmod>2026-03-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-platform-evaluating-ai-agents-automating-salesforce-crm-workflows-for-1072</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-based-model-that-reconstructs-detailed-3d-human-meshes-and-enables-1069</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-new-router-function-for-mixture-of-experts-models-improving-efficiency-and-acc-1068</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimizer-that-accelerates-large-language-model-training-by-combining-adaptive-u-1062</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-small-molecule-anti-cancer-efficacy-and-cell-line-responses-to-1593</loc>
    <lastmod>2026-03-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/relevancy-classification-model-improving-indonesian-text-topic-matching-accuracy-1594</loc>
    <lastmod>2026-03-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/facial-geometry-reconstruction-platform-delivering-fast-accurate-and-topological-1300</loc>
    <lastmod>2025-11-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/next-poi-prediction-model-enhancing-location-recommendations-with-cognitive-and-1193</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-reducing-inference-latency-by-20-in-large-recommendation-models-throug-1456</loc>
    <lastmod>2026-02-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-3d-asset-generation-platform-enabling-developers-and-designers-to-co-765</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-platform-assessing-llm-shopping-agents-for-accurate-safe-and-expert-le-1304</loc>
    <lastmod>2025-11-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-framework-that-optimizes-language-model-experts-for-faster-memory-eff-1051</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-training-free-adaptation-platform-enhancing-vision-language-model-accu-1098</loc>
    <lastmod>2025-10-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/camera-based-perception-and-planning-platform-enabling-autonomous-vehicles-to-de-110</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-physics-based-model-for-accurate-non-contact-heart-rate-monitoring-1064</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dataset-powering-ai-models-for-accurate-scalable-ecg-diagnosis-across-diverse-cl-1280</loc>
    <lastmod>2025-11-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/monocular-depth-estimation-model-delivering-real-time-accurate-3d-perception-on-1277</loc>
    <lastmod>2025-11-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-optimizing-poultry-welfare-and-productivity-through-integrated-sensi-1200</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-knowledge-base-creation-platform-boosting-conversational-ai-accuracy-i-1162</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-ensuring-real-time-latency-monitoring-and-anomaly-detection-for-reliable-1391</loc>
    <lastmod>2026-01-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autonomous-diagnostic-platform-improving-root-cause-analysis-in-telecom-and-data-1383</loc>
    <lastmod>2026-01-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-model-improving-accuracy-and-efficiency-for-nlp-and-cv-tasks-benef-1041</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimization-platform-reducing-ev-charging-infrastructure-costs-by-30-through-jo-1292</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimization-platform-boosting-gpu-matrix-multiplication-speed-beyond-leading-li-1315</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-throughput-communication-platform-enabling-efficient-training-and-inference-1217</loc>
    <lastmod>2025-10-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-model-for-seamless-image-and-video-editing-and-generation-benefitin-991</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vision-language-action-model-improving-robotic-manipulation-efficiency-and-adapt-1407</loc>
    <lastmod>2026-01-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/robust-signal-processing-platform-enhancing-wireless-system-reliability-under-un-1449</loc>
    <lastmod>2026-02-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/quantization-framework-delivering-accurate-efficient-2-bit-llm-inference-with-si-1441</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-motion-prediction-model-for-autonomous-vehicles-using-weakly-and-self-supervis-864</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/randomized-gradient-subspace-algorithms-reduce-memory-use-and-boost-efficiency-f-1082</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/context-compression-tool-boosting-multi-hop-question-answering-qa-accuracy-and-s-1175</loc>
    <lastmod>2025-10-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-attention-control-module-for-transformers-that-improves-learning-speed-and-ac-947</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-photorealistic-audio-driven-avatars-with-detailed-expressi-974</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-throughput-gpu-tokenizer-accelerating-dna-sequence-encoding-for-scalable-ge-1379</loc>
    <lastmod>2026-01-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmarking-platform-for-robotic-collaborative-assembly-accelerating-industrial-1550</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-multimodal-diffusion-model-platform-enabling-advanced-image-understand-973</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/phishing-detection-system-combining-email-text-and-url-analysis-to-improve-secur-1027</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/image-safety-platform-delivering-fast-accurate-and-explainable-harmful-content-d-1226</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-pipeline-extracting-high-quality-cyber-threat-intelligence-from-telegr-1029</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-attention-model-accelerating-ultra-long-context-language-processing-with-1463</loc>
    <lastmod>2026-02-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-cutting-semantic-selection-latency-by-up-to-89-and-memory-by-95-for-on-de-1197</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dense-layer-technology-cutting-neural-network-inference-time-and-memory-use-for-1424</loc>
    <lastmod>2026-01-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-handover-management-platform-enhancing-mobile-network-reliability-and-t-1363</loc>
    <lastmod>2025-12-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autonomous-driving-system-reducing-collisions-through-knowledge-based-reasoning-1359</loc>
    <lastmod>2025-12-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-architecture-improving-accuracy-per-compute-for-large-scale-language-model-1408</loc>
    <lastmod>2026-01-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-integrating-synthetic-and-real-data-to-improve-safety-in-autonomous-dri-1222</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-gpcr-ligand-interactions-to-accelerate-discovery-of-novel-modul-1410</loc>
    <lastmod>2026-01-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimized-llm-architectures-delivering-higher-accuracy-and-faster-inference-for-1210</loc>
    <lastmod>2025-10-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dynamic-quantization-platform-accelerating-moe-model-inference-for-real-time-edg-1567</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/reinforcement-learning-platform-enhancing-safety-and-efficiency-in-ranking-and-g-1195</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/natural-language-interface-platform-for-industrial-machines-using-large-language-1170</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-compression-process-that-reduces-deep-network-size-for-edge-deployment-w-942</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/embedding-framework-improving-streaming-numerical-feature-accuracy-for-large-sca-1429</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-advanced-computation-on-unstructured-data-for-enterprises-and-920</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-deepfake-detection-model-fine-tuning-for-media-platforms-and-security-277</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-improving-ai-reasoning-accuracy-by-8-while-cutting-response-length-by-20-r-1263</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/estimators-cutting-clinical-outcome-prediction-costs-by-10x-for-scalable-accurat-1430</loc>
    <lastmod>2026-02-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/explainable-recommendation-platform-improving-accuracy-and-interpretability-by-c-1442</loc>
    <lastmod>2026-02-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-flexible-ai-framework-improving-wireless-channel-estimation-accuracy-and-adapt-941</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/map-assisted-end-to-end-trajectory-planning-platform-enhancing-autonomous-vehicl-899</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-learning-method-enhancing-recommendation-models-to-better-serve-diverse-user-g-1084</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-large-language-model-excelling-in-agentic-intelligence-and-software-1252</loc>
    <lastmod>2025-07-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-simulating-clinical-grade-pet-from-mri-to-improve-dementia-diagnosis-1199</loc>
    <lastmod>2025-10-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/annotation-platform-reducing-manual-workload-and-backlog-with-configurable-multi-1194</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/pipeline-improving-large-language-model-answer-accuracy-and-robustness-through-s-1412</loc>
    <lastmod>2026-01-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-object-detection-framework-offering-efficient-scalable-models-for-gp-1025</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/llm-pretraining-method-enhancing-long-term-reasoning-and-creativity-for-advanced-1188</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/universal-defense-platform-aligning-feature-representations-to-protect-against-d-1552</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-model-that-improves-safety-in-rare-scenarios-by-940</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-two-stage-detection-system-using-language-models-to-identify-fake-user-attacks-1057</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-semantic-segmentation-framework-enabling-flexible-pretraining-for-925</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-efficient-training-of-large-language-models-on-affordable-cons-1353</loc>
    <lastmod>2025-12-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/safety-framework-ensuring-high-trust-risk-aware-ai-responses-for-critical-indust-1240</loc>
    <lastmod>2025-11-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compiler-tool-automating-gpu-warp-specialization-to-boost-performance-and-reduce-1190</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-embedding-platform-delivering-high-performance-models-with-efficient-1275</loc>
    <lastmod>2025-11-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-object-detection-model-delivering-top-accuracy-with-80-less-pre-traini-1492</loc>
    <lastmod>2026-02-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/preprocessing-method-enhancing-image-contrast-and-color-for-robust-vision-model-1063</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/decision-support-system-predicting-and-confirming-diseases-from-lab-data-to-redu-1549</loc>
    <lastmod>2026-03-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-confidence-driven-3d-point-cloud-registration-method-improving-alignment-accur-1058</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/compact-multi-modal-video-ai-pipeline-delivering-real-time-semantic-segmentation-1183</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-modal-safety-guardrail-platform-ensuring-compliance-and-reliability-for-en-1177</loc>
    <lastmod>2025-10-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-spatio-temporal-modeling-platform-that-improves-human-mobility-pred-981</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spatiotemporal-forecasting-model-providing-accurate-multi-pollutant-air-qualit-1024</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-embedding-model-delivering-precise-object-text-alignment-for-enhanced-1426</loc>
    <lastmod>2026-02-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-model-enhancing-user-experience-by-accurately-identifying-and-lev-1402</loc>
    <lastmod>2026-01-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-detecting-diverse-financial-anomalies-early-with-interpretable-mechanis-1206</loc>
    <lastmod>2025-10-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-3d-reconstruction-platform-enabling-real-time-scene-tracking-and-rende-968</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-hybrid-language-models-combining-transformer-and-state-space-archite-174</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/medical-imaging-model-improving-diagnostic-accuracy-and-efficiency-with-lightwei-1536</loc>
    <lastmod>2026-03-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/high-capacity-sodium-ion-battery-anode-material-with-fast-ion-transport-and-stab-1580</loc>
    <lastmod>2026-03-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/enterprise-grade-korean-llm-delivering-advanced-reasoning-and-long-context-under-1570</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-automating-vehicle-damage-analysis-and-claims-processing-to-streamli-1569</loc>
    <lastmod>2026-03-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-ct-reconstruction-framework-combining-diffusion-models-and-data-consistency-fo-936</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/query-suggestion-platform-improving-local-service-search-relevance-and-speed-to-1522</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vision-encoder-improving-fine-grained-image-understanding-for-enhanced-ai-recogn-1562</loc>
    <lastmod>2026-03-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dynamic-graph-embedding-platform-improving-large-scale-recommendation-accuracy-a-1343</loc>
    <lastmod>2025-12-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-enhancing-autonomous-driving-perception-and-planning-accuracy-for-safer-mo-1294</loc>
    <lastmod>2025-11-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-personalized-search-ranking-model-using-query-conditioned-diffusion-to-improve-444</loc>
    <lastmod>2025-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-medical-ai-models-delivering-accurate-diagnostics-and-visual-question-1037</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/one-shot-pruning-tool-cutting-neural-network-size-with-minimal-performance-loss-1207</loc>
    <lastmod>2025-10-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-online-forecasting-model-for-battery-degradation-that-improves-accur-939</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-image-generation-and-segmentation-framework-that-improves-cross-modali-1040</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recommendation-platform-reducing-user-query-ambiguity-to-improve-interaction-eff-1541</loc>
    <lastmod>2026-03-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-lidar-odometry-method-improving-autonomous-vehicle-navigation-accuracy-1034</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-ai-diagnosis-platform-that-enhances-clinical-decision-accuracy-for-1000</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/logit-level-adaptation-tool-that-improves-vision-language-model-accuracy-and-cal-1264</loc>
    <lastmod>2025-11-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-model-and-benchmark-for-advanced-time-series-reasoning-to-improve-fore-1048</loc>
    <lastmod>2025-09-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-multimodal-suspiciosus-activity-recognition-platform-enhancing-public-1337</loc>
    <lastmod>2025-12-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-delivering-reliable-explainable-financial-forecasts-to-enhance-trust-1233</loc>
    <lastmod>2025-10-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-system-automating-rapid-building-damage-assessment-from-drone-imagery-to-acce-1241</loc>
    <lastmod>2025-11-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/small-language-model-delivering-accurate-on-device-mental-health-predictions-fro-1310</loc>
    <lastmod>2025-12-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-product-retrieval-platform-for-retailers-enabling-fast-accurate-identific-931</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/robotic-manipulation-platform-delivering-reliable-efficient-and-robust-real-worl-1184</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-secure-federated-data-fusion-framework-improving-diagnostic-accuracy-and-clien-1080</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-to-identify-and-exclude-irrelevant-agents-in-autonomous-driving-improvin-997</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-acceleration-framework-that-speeds-up-multimodal-ai-understanding-and-generat-983</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-ai-assistant-platform-accelerating-developer-productivity-with-semantic-c-1333</loc>
    <lastmod>2025-12-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/attention-model-reducing-recommendation-complexity-to-handle-massive-user-behavi-1515</loc>
    <lastmod>2026-03-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-compression-platform-improving-large-language-model-efficiency-and-accu-1413</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/governance-layer-reducing-large-language-model-risks-by-37-with-auditable-jurisd-1519</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-predicting-pedestrian-crossing-intent-with-calibrated-risk-scores-for-safe-1575</loc>
    <lastmod>2026-03-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/neural-video-compression-model-improving-real-time-quality-and-stability-with-ad-1179</loc>
    <lastmod>2025-10-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/user-embedding-model-improving-personalization-accuracy-and-robustness-across-do-1172</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/event-driven-trading-platform-improving-profitability-and-prediction-accuracy-us-1488</loc>
    <lastmod>2026-02-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-healthcare-operating-system-that-converts-natural-language-into-clinical-workf-731</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/general-ai-assistant-platform-delivering-reliable-task-automation-and-adaptive-t-1534</loc>
    <lastmod>2026-03-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-novel-distillation-method-improving-efficiency-and-accuracy-of-large-language-1071</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multicast-routing-platform-optimizing-6g-streaming-quality-and-cost-for-scalable-1168</loc>
    <lastmod>2025-10-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-model-integrating-perception-and-planning-for-i-362</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-wireless-transceiver-platform-boosting-spectral-efficiency-and-adaptab-1228</loc>
    <lastmod>2025-10-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-analyzing-social-media-news-engagement-to-identify-and-mitigate-psychos-1400</loc>
    <lastmod>2026-01-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/query-suggestion-platform-improving-local-life-service-search-relevance-and-effi-1518</loc>
    <lastmod>2026-03-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-multimodal-ai-platform-enabling-unified-vision-language-tasks-for-deve-971</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-autonomous-ai-agents-to-manage-and-transform-complex-data-wo-977</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-that-automates-high-quality-computer-vision-dataset-curation-for-1035</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-medical-imaging-platform-improving-diagnostic-accuracy-and-robustness-1472</loc>
    <lastmod>2026-02-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-auto-bidding-platform-that-iteratively-improves-ad-bid-strategies-u-943</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-segmentation-platform-for-autonomous-vehicles-that-improves-road-obstacl-824</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/radar-based-object-detection-model-improving-perception-accuracy-and-speed-in-ad-1487</loc>
    <lastmod>2026-02-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/framework-detecting-point-and-collective-anomalies-in-os-logs-with-high-accuracy-1366</loc>
    <lastmod>2025-12-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-model-compression-method-improving-small-quantized-ai-models-for-faster-1022</loc>
    <lastmod>2025-09-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-token-pruning-platform-reducing-computational-load-in-visual-tracking-wh-1503</loc>
    <lastmod>2026-02-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/optimization-platform-delivering-scalable-constrained-personalized-recommendatio-1405</loc>
    <lastmod>2026-01-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-code-embedding-model-suite-enabling-developers-and-enterprises-to-retrieve-com-499</loc>
    <lastmod>2025-08-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/self-evolving-multi-agent-system-delivering-transparent-cost-efficient-incident-1219</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-delivering-faster-transparent-on-device-it-support-diagnosis-and-rem-1554</loc>
    <lastmod>2026-03-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/programmable-llm-serving-platform-optimizing-latency-and-throughput-for-complex-1223</loc>
    <lastmod>2025-10-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-personal-finance-advisory-model-delivering-accurate-personalized-f-904</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-app-enabling-parents-to-create-personalized-social-stories-that-gu-965</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cost-effective-small-language-models-optimized-for-specialized-agentic-ai-tasks-1239</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-predictive-model-using-mri-data-trajectories-to-forecast-breast-cancer-treatme-918</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-monocular-visual-inertial-depth-estimation-framework-providing-accurate-dense-1007</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-re-ranking-platform-using-multimodal-language-models-to-improve-accuracy-and-i-912</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cognitive-memory-architecture-platform-enabling-ai-developers-to-build-adaptab-795</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-integration-of-black-box-large-language-models-via-api-queri-815</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-neural-mimo-detection-model-integrating-graph-aware-attention-for-telecom-prov-819</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-stochastic-optimization-framework-leveraging-banach-bregman-geometry-t-901</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-gaussian-process-based-detection-method-for-real-time-lithium-plating-monitori-1067</loc>
    <lastmod>2025-09-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-autonomous-driving-model-that-selectively-applies-reasoning-to-improve-902</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-multi-agent-communication-framework-improving-perception-accuracy-whil-1036</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/energy-based-transformer-model-enabling-scalable-unsupervised-learning-and-reaso-1017</loc>
    <lastmod>2025-07-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-dual-stage-prompt-compression-framework-that-reduces-token-usage-905</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-extracting-validated-consumer-emotions-and-evaluations-from-text-to-enhanc-1475</loc>
    <lastmod>2026-02-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-spatial-temporal-ai-framework-for-real-time-violence-detection-in-p-810</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-understanding-platform-that-efficiently-selects-key-frames-for-improved-951</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-iot-platform-delivering-affordable-accurate-real-time-water-quality-monitorin-1419</loc>
    <lastmod>2026-01-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-cloud-gaming-experience-measurement-method-for-network-operators-to-1012</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-model-and-dataset-that-detects-and-removes-hateful-content-in-1046</loc>
    <lastmod>2025-09-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-advanced-computation-on-unstructured-data-for-enterprises-and-934</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-model-enabling-efficient-long-context-reasoning-and-scalable-langu-1090</loc>
    <lastmod>2025-10-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-image-retrieval-platform-delivering-fast-compact-binary-codes-from-fou-1235</loc>
    <lastmod>2025-10-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-keyword-and-embedding-search-platform-for-social-networks-improving-relev-911</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-confidence-driven-user-profiling-platform-that-infers-user-attributes-without-980</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-benchmark-suite-evaluating-large-language-models-for-malware-analysi-1010</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-interpretable-forecasting-platform-that-extracts-and-uses-recurrent-financial-928</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-blockchain-integrated-explainable-ai-platform-enabling-secure-transparent-clin-930</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/system-reducing-coding-agent-failures-to-cut-manual-engineering-interventions-an-1480</loc>
    <lastmod>2026-02-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cost-effective-small-language-models-optimized-for-specialized-agentic-ai-tasks-1246</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/omnidirectional-vision-platform-enhancing-environmental-perception-for-robotics-787</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-chunk-based-speech-pre-training-platform-enabling-efficient-streaming-and-offl-950</loc>
    <lastmod>2025-09-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-ai-platform-for-marketing-teams-to-create-customizable-virtual-influen-914</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-api-framework-that-dynamically-reduces-hallucinations-in-large-language-model-907</loc>
    <lastmod>2025-09-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-efficient-tabular-data-generator-that-produces-fair-synthetic-datasets-fo-1015</loc>
    <lastmod>2025-09-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mice-is-a-multimodal-ai-model-integrating-pathology-clinical-and-genomics-data-t-877</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-speech-emotion-recognition-platform-delivering-high-accuracy-on-commod-1159</loc>
    <lastmod>2025-10-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-source-platform-for-fast-accurate-registration-of-serial-histopathology-518</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/video-super-resolution-model-delivering-high-quality-720p-output-with-minimal-la-1364</loc>
    <lastmod>2025-12-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cloud-hosted-app-for-automated-vetting-and-validation-of-tess-exoplanet-candidat-960</loc>
    <lastmod>2025-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-optimizing-foundation-model-fine-tuning-for-biometric-systems-to-balanc-915</loc>
    <lastmod>2025-09-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-assessing-privacy-awareness-in-mllm-powered-smartphone-a-470</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-for-precise-concept-level-control-of-language-models-benefiting-ai-d-776</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-learns-and-enforces-human-like-driving-constraints-for-autonomou-247</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conversational-ai-assistant-for-c2c-marketplaces-that-automates-seller-workflows-542</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-lint-error-fixing-platform-using-large-language-models-to-help-enterpr-226</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/machine-learning-platform-for-software-teams-to-select-targeted-tests-reducing-c-693</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-framework-that-improves-document-retrieval-quality-for-large-language-mode-777</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-occupancy-prediction-platform-fusing-camera-lidar-and-radar-data-for-autono-159</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-assisted-clinical-data-cleaning-platform-that-accelerates-trial-data-review-a-257</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-ai-platform-enabling-healthcare-providers-to-integrate-text-and-medic-289</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-multimodal-large-language-models-to-generate-natural-language-v-334</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-reasoning-and-active-perception-platform-improving-autonomous-vehicle-d-168</loc>
    <lastmod>2025-07-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-app-based-arm-pose-estimation-platform-using-smartphone-and-smartwatch-sensor-508</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-model-using-expert-routing-and-diffusion-to-imp-552</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-for-artists-and-developers-to-precisely-control-aesthetic-attribute-209</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-ai-model-generating-synchronized-talking-head-videos-from-audio-for-214</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-model-for-virtual-garment-try-on-and-try-off-in-any-pose-enabling-r-239</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-measuring-tts-models-human-likeness-to-help-developers-a-241</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-motion-tracking-platform-using-smartphone-and-smartwatch-sensors-to-269</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-decoding-process-that-accelerates-autoregressive-image-generatio-290</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-diverse-high-difficulty-multilingual-code-benchmarks-to-ev-302</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-interactive-dataset-and-platform-enabling-live-streaming-recommendat-248</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-generative-recommendation-model-integrating-spatiotemporal-context-fo-437</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-graph-based-embedding-platform-enhancing-ad-ranking-accuracy-by-integrating-on-201</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-interpretable-regex-based-anomaly-detection-platform-for-event-driven-systems-565</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/iris-is-an-unsupervised-hallucination-detection-platform-that-helps-ai-developer-678</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-user-interest-modeling-platform-enhancing-short-video-recommendations-554</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-policy-optimization-process-for-large-language-models-that-improves-training-s-799</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-scene-understanding-platform-enabling-open-vocabulary-object-retrieval-and-820</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/comprehensive-mapping-platform-advancing-autonomous-driving-with-evolving-map-ty-860</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-knowledge-distillation-framework-producing-aligned-text-embedding-models-for-e-892</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/e3former-platform-delivers-precise-cloud-workload-forecasts-enabling-efficient-p-375</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-foundation-model-for-financial-time-series-forecasting-enabling-accurate-predi-464</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ecg-encoding-platform-that-enables-universal-interpretation-by-any-large-lang-868</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-data-generation-platform-for-object-detection-that-reduces-compute-a-497</loc>
    <lastmod>2025-08-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-prompting-framework-using-analogical-reasoning-and-chain-of-thought-to-improve-872</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/agentic-ai-platform-automating-financial-crime-compliance-workflows-for-fintechs-853</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-interactive-llm-powered-platform-that-accelerates-supply-chain-decision-makin-172</loc>
    <lastmod>2025-07-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-semantic-retrieval-platform-improving-product-search-accuracy-by-4</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/qwen-image-is-a-foundation-model-platform-for-developers-and-designers-needing-p-202</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/intent-centric-recommendation-platform-using-large-language-models-to-enhance-us-175</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/on-device-smartwatch-system-for-real-time-privacy-preserving-human-activity-reco-555</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-solar-irradiance-forecasting-model-delivering-fast-accurate-24-hour-p-219</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-smartphone-app-for-consumers-and-dermatologists-to-non-invasively-ass-580</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-automl-platform-for-enterprises-to-analyze-large-multi-table-database-479</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-time-series-ai-model-for-lenders-to-detect-post-loan-defaults-early-and-improv-194</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/audio-language-model-platform-delivering-efficient-transparent-training-and-comp-616</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-deep-learning-platform-mapping-individual-trees-globally-from-satelli-498</loc>
    <lastmod>2025-08-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-multi-stage-distillation-model-that-enhances-4d-radar-point-cloud-r-849</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-solar-radiation-forecasting-platform-with-integrated-battery-scheduling-that-h-563</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-video-comprehension-model-for-short-form-content-creators-and-platfor-166</loc>
    <lastmod>2025-07-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/unified-autoregressive-ai-model-platform-for-image-understanding-generation-and-222</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-texture-transfer-process-for-xr-avatars-that-enables-high-quality-artifac-468</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-streaming-sequence-to-sequence-model-enabling-real-time-speech-recognition-and-634</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-ai-agent-framework-enabling-developers-to-build-flexible-lightweight-666</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-semi-supervised-parking-slot-detection-platform-using-large-scale-real-world-d-857</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuning-framework-that-adapts-activation-functions-in-pretrained-transform-791</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-that-uses-routine-clinical-data-to-improve-early-chronic-kidney-dise-812</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-training-free-api-detecting-ai-generated-text-via-spectral-analysis-helpi-361</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-image-segmentation-model-that-improves-accuracy-and-efficiency-by-fusi-779</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/omni-modal-ai-model-improving-cross-sensory-understanding-for-robotics-healthcar-1247</loc>
    <lastmod>2025-10-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-token-level-embedding-initialization-platform-using-llms-to-improve-cold-start-827</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cognitive-robotic-architecture-enabling-safe-explainable-and-human-like-decisi-778</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-human-ai-platform-that-automates-and-accelerates-multilingual-advertise-889</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-on-device-currency-evaluation-app-using-lightweight-cnns-for-visually-impaire-570</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-privacy-focused-fall-detection-platform-using-federated-learning-and-robotic-v-103</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-ai-platform-providing-real-time-conversational-driver-assistance-using-95</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-birds-eye-view-trajectory-prediction-model-for-autonomous-vehicles-691</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-motion-decoupling-model-for-autonomous-vehicle-trajectory-forecasting-and-plan-152</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-model-for-instruction-driven-image-and-video-editing-enabling-consi-281</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-platform-optimizing-satellite-handovers-and-data-freshness-for-reliabl-807</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/auristream-is-a-speech-representation-model-that-converts-audio-into-cochlear-to-355</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-model-platform-predicting-short-term-vehicle-trajectories-for-517</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-3d-point-tracking-platform-for-monocular-videos-enabling-faster-ac-107</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-platform-generating-high-quality-talking-head-videos-from-audio-and-254</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-ai-platform-for-radiologists-to-reduce-diagnostic-errors-and-a-549</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-ai-model-combining-deblur-gan-and-yolov5-for-fast-accurate-license-plat-575</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-modal-audio-understanding-and-speech-conversation-model-for-enterprises-ne-144</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-ai-model-integrating-structured-and-unstructured-ehr-data-to-improve-440</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/curia-is-a-multi-modal-radiology-foundation-model-enabling-hospitals-and-ai-deve-578</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-sensor-fusion-platform-enhancing-long-range-perception-for-aut-385</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-leveraging-llms-to-automate-automotive-system-maintenance-tasks-for-man-758</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-platform-estimating-urban-populations-from-satellite-imagery-to-aid-ci-830</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-task-voice-analysis-platform-detecting-multiple-clinical-conditions-from-a-480</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-recommendation-model-creating-interpretable-hierarchical-item-embed-235</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-whole-body-ai-model-for-early-disease-risk-prediction-benefiting-healthcare-pr-203</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dna-foundation-model-platform-that-predicts-germline-pathogenic-mutations-to-i-169</loc>
    <lastmod>2025-07-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diagcot-platform-enables-radiology-ai-to-perform-stepwise-diagnostic-reasoning-u-559</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-platform-using-bev-perception-and-reinforcement-282</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/financial-large-language-model-platform-delivering-specialized-reasoning-and-rel-139</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ensemble-deep-learning-framework-for-accurate-facial-forgery-detection-benefi-867</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-enhancement-platform-that-improves-emotional-support-conversations-b-838</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-1-4b-parameter-llm-embedding-model-offering-improved-multilingual-text-embeddi-858</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/differentiable-token-pruning-framework-that-boosts-efficiency-and-success-rates-881</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-continual-learning-framework-that-adaptively-protects-sensitive-data-tokens-wh-811</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-continual-pretraining-platform-for-radiology-vision-models-that-improves-diagn-746</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-domain-adaptive-pre-training-and-clustering-platform-improving-anomalous-sound-880</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-that-precisely-quantifies-point-cloud-registration-errors-to-improve-833</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-contrastive-learning-model-for-efficient-retrieval-of-musical-instrument-timbr-773</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-ai-platform-enabling-collaborative-multi-modal-medical-diagnosis-for-h-50</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-scale-frequency-attention-fusion-model-improving-cross-view-geo-localiza-829</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/pronunciation-aware-asr-model-improving-recognition-accuracy-for-rare-and-homoph-852</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuning-platform-that-enhances-security-in-code-generating-llms-for-softwa-851</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-learning-platform-that-optimizes-real-time-digital-ad-bidding-under-multiple-c-274</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-unlearning-process-for-diffusion-models-that-removes-specific-data-influe-775</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-to-speech-model-combining-autoregressive-and-flow-matching-for-efficient-179</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-road-damage-detection-model-delivering-high-accuracy-and-efficiency-fo-183</loc>
    <lastmod>2025-07-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-stereo-dataset-platform-improving-depth-perception-model-generalizat-821</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-ai-platform-that-personalizes-learning-content-to-individual-career-246</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-text2sql-platform-that-validates-sql-query-accuracy-via-back-trans-870</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-scales-simulated-environments-to-train-ai-agents-with-robust-fun-755</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-accelerates-semantic-predicate-queries-on-large-document-collect-874</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-security-framework-providing-real-time-guardrails-to-protect-ai-agen-1019</loc>
    <lastmod>2025-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuned-llm-platform-that-accurately-estimates-energy-and-macronutrients-fr-784</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-language-image-pre-training-platform-aligning-text-with-image-regions-341</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-metric-learning-platform-for-fast-accurate-time-series-anomaly-detection-891</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-platform-automating-retinal-image-analysis-and-medical-report-generation-to-a-893</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-inversion-platform-for-real-time-subsurface-flow-modeling-and-uncer-822</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pretrained-recommendation-model-enabling-zero-shot-cross-domain-item-suggestio-502</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-stream-ai-model-for-accurate-few-shot-3d-point-cloud-segmentation-benefit-866</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-framework-that-uses-model-intrinsic-signals-to-accelerate-reinforceme-1016</loc>
    <lastmod>2025-06-02</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-diffusion-based-auto-bidding-platform-that-optimizes-advertiser-bids-in-compet-516</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-3d-reconstruction-platform-using-4d-radar-for-accurate-dynamic-826</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-lightweight-model-predicting-high-fidelity-hdr-illumination-maps-for-enha-888</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-enabling-language-models-to-efficiently-genera-873</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-smart-contract-auditing-platform-that-combines-symbolic-and-concrete-execution-767</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-benchmark-platform-for-evaluating-ai-agents-on-realistic-expert-leve-841</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-anatomy-x-ray-ai-model-platform-enabling-hospitals-and-radiology-ai-deve-710</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-ai-platform-improving-diabetic-retinopathy-screening-accuracy-and-e-797</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-gaussian-management-platform-for-3d-object-reconstruction-improving-quality-an-790</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-image-editing-framework-using-diffusion-models-that-ensures-consiste-342</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pipeline-converting-rgb-d-scans-into-editable-realistic-3d-virtual-scenes-for-67</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-detecting-and-disrupting-ai-driven-multi-turn-scam-calls-to-protect-ent-285</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-gamified-platform-for-radiology-education-providing-automated-feedbac-782</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-autonomous-driving-model-using-spatial-aware-bev-and-efficient-fus-280</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/near-real-time-tdom-generation-platform-for-urban-planners-and-surveyors-enablin-783</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-context-summarization-platform-enabling-web-agents-to-handle-complex-multi-ent-750</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-post-hoc-uncertainty-quantification-framework-for-deep-learning-mod-786</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adversarial-attack-framework-disrupting-lidar-localization-to-test-and-improve-a-879</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-gnn-powered-resource-allocation-platform-optimizing-multi-channel-wireless-net-561</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/semi-supervised-3d-medical-image-segmentation-platform-improving-accuracy-with-u-745</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-digital-twin-platform-that-detects-out-of-distribution-behaviors-in-self-adapt-801</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-controllable-platform-that-reconstructs-high-fidelity-3d-avatars-from-a-s-772</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/two-stage-reinforcement-learning-platform-enhancing-vision-language-models-perce-764</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-reinforcement-learning-platform-that-enhances-open-source-agents-to-p-761</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-camera-detection-platform-combining-rgb-and-thermal-imaging-to-enhanc-568</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-surgical-scene-understanding-framework-improving-triplet-recognition-accuracy-856</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-federated-learning-platform-that-reduces-communication-costs-and-boosts-model-862</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-ai-benchmark-and-presentation-platform-enabling-hospitals-and-research-699</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-low-latency-text-to-speech-model-enabling-zero-shot-voice-cloning-for-develope-654</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-virtual-try-on-platform-enabling-mask-free-fitting-of-clothes-jewelry-and-acce-381</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-autonomous-penetration-testing-platform-using-specialized-agents-and-f-770</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spectral-learning-based-model-for-removing-reflections-from-single-images-impr-863</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-for-radiologists-to-accurately-subtype-pancreatic-tumors-using-multi-771</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-for-accurate-textual-attribute-recognition-in-multilingual-multi-domain-docu-846</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-combining-hierarchical-reinforcement-learning-and-lightweight-llm-sen-157</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-model-platform-creating-realistic-anomaly-images-and-masks-to-enhan-763</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-low-latency-autoregressive-platform-creating-realistic-talking-head-animations-733</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enhancing-toxicity-classifiers-robustness-against-adversarial-llm-gen-831</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-sampling-scheduler-platform-improving-diffusion-model-generation-speed-887</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-contextualized-hoi-detection-model-that-identifies-complex-human-tool-object-i-766</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-browser-based-eye-tracking-platform-delivering-real-time-personalized-gaze-est-467</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hierarchical-memory-platform-enabling-llm-agents-to-efficiently-transfer-task-756</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-data-generation-pipeline-enabling-manufacturing-smes-to-implement-co-744</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-platform-automating-rapid-accurate-statement-of-work-generation-for-b-295</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/model-simulating-realistic-consumer-purchase-intent-for-scalable-cost-effective-1167</loc>
    <lastmod>2025-10-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/pretrained-ai-model-compressing-fusion-plasma-diagnostics-into-actionable-embedd-817</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-weight-reranker-training-method-improving-retrieval-accuracy-across-doma-890</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-color-recommendation-platform-using-large-language-models-to-enhan-312</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/timerep-platform-detects-anomalies-in-time-series-by-leveraging-intermediate-mod-848</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-integrating-hpc-and-cloud-native-tech-to-deliver-high-performance-acces-876</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/modular-ai-pipeline-for-real-time-voice-cloning-and-lip-sync-in-noisy-environmen-743</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-canadian-legal-data-platform-providing-apis-and-datasets-for-courts-762</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-agent-ai-platform-that-dynamically-structures-and-synthesizes-web-scale-e-753</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-audio-visual-speech-representation-model-for-developers-and-security-teams-to-327</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-image-detection-platform-using-modern-vision-foundation-models-to-improve-780</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-advanced-diffusion-model-process-improving-image-inversion-accuracy-and-seman-861</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-model-platform-for-3d-cardiac-ct-analysis-enabling-accurate-ca-171</loc>
    <lastmod>2025-07-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multi-modal-ai-platform-integrating-histology-images-and-transcriptomics-for-enh-430</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-educational-platform-using-ai-chatbots-to-teach-and-assess-prompting-literacy-387</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-research-ai-platform-enabling-autonomous-iterative-knowledge-synthesis-for-ent-759</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/graph-machine-learning-platform-detecting-complex-financial-crime-patterns-for-b-798</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-radiograph-interpretation-model-improving-chest-ct-diagnosis-accuracy-for-hosp-629</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deepjump-is-a-protein-molecular-dynamics-simulation-model-that-accelerates-long-768</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-training-data-attribution-with-limited-model-access-and-reso-885</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-causal-inference-platform-estimating-effects-of-multi-dimensional-loan-terms-t-208</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-model-and-loss-framework-for-enhancing-low-light-images-by-robus-747</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-token-pruning-framework-that-reduces-compute-in-vision-language-198</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-task-foundation-model-framework-improving-recommendation-systems-for-dev-29</loc>
    <lastmod>2025-06-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-large-language-models-to-optimize-sat-solver-heuristics-for-div-875</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/recot-is-a-recurrent-transformer-model-for-precise-object-geo-localization-in-sa-785</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-that-programmatically-optimizes-prompts-to-improve-large-language-mo-1031</loc>
    <lastmod>2025-07-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-continual-learning-platform-that-merges-task-adapters-to-reduce-forge-808</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-three-stage-image-text-alignment-network-improving-segmentation-accuracy-for-a-751</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-efficient-imu-camera-spatial-temporal-calibration-process-for-manufacture-878</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/tgmm-platform-integrates-multimodal-cardiac-data-for-clinicians-to-improve-diagn-370</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diffusr-is-a-diffusion-based-symbolic-regression-model-that-discovers-interpreta-855</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-federated-fine-tuning-platform-that-personalizes-foundation-models-for-small-u-814</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-that-aggregates-multiple-expert-models-to-improve-uncertainty-est-774</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-retinal-vessel-segmentation-model-enabling-accurate-real-time-diag-713</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/echox-is-a-speech-to-speech-ai-training-platform-that-improves-knowledge-retenti-661</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/instance-level-lidar-camera-fusion-model-improving-3d-object-detection-accuracy-623</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-platform-assessing-ai-generated-image-realness-and-localizing-incon-769</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-financial-forecasting-model-with-uncertainty-analysis-for-investors-635</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-image-domain-3d-shape-generation-model-using-spherical-projection-for-consist-805</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cascaded-video-super-resolution-model-that-delivers-high-quality-upscaling-eff-48</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-platform-enabling-ai-driven-building-energy-management-with-reinforc-697</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-framework-combining-vision-language-and-driving-models-to-enhance-a-356</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/graph-based-alert-contextualisation-platform-for-socs-to-prioritize-threats-and-834</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-multimodal-retrieval-and-extraction-platform-enabling-scalable-accur-695</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-platform-for-automated-lung-nodule-detection-and-classification-in-ct-735</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/federated-learning-platform-for-financial-institutions-to-collaboratively-assess-404</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-biomedical-ai-framework-enabling-safe-multi-capability-reasoning-and-data-synt-234</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-patch-based-ai-model-for-chest-x-ray-classification-offering-transparent-regio-599</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autoscaling-platform-optimizing-heterogeneous-hardware-for-large-language-model-466</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-routing-framework-for-large-language-models-that-optimizes-medical-que-83</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-multi-objective-reinforcement-learning-to-optimize-supply-chain-592</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-pipeline-that-harmonizes-multi-institutional-ehr-data-into-standardiz-622</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-3d-avatar-generation-platform-delivering-photorealistic-facial-anima-86</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-to-image-generation-platform-that-improves-image-quality-and-detail-for-c-560</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-annotation-free-text-based-person-retrieval-platform-using-chat-driven-genera-837</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-image-caption-evaluation-metric-that-improves-specificity-for-devel-540</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/graph-based-confidence-estimation-platform-for-llm-reasoning-tasks-improving-rel-845</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-autonomous-multi-agent-ai-platform-that-performs-scalable-web-application-pen-490</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transfer-learning-model-that-improves-hate-speech-detection-accuracy-by-integr-428</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-evaluation-method-that-stabilizes-llm-benchmarking-by-reducing-score-variance-825</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-neural-network-model-for-robust-visual-geometry-reconstruction-benefi-113</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-helps-medical-ai-models-ask-key-clinical-388</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-api-for-certifying-and-reducing-risk-in-llm-outputs-helping-ai-developers-imp-895</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-end-to-end-vision-language-model-platform-enhancing-3d-perception-accuracy-fo-306</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-explainable-ai-model-predicting-passenger-wait-times-before-ride-requests-to-310</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-encoder-model-for-autonomous-vehicle-trajectory-prediction-that-captu-732</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-diagnostic-platform-that-improves-medical-diagnosis-accuracy-and-t-423</loc>
    <lastmod>2025-08-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-video-generation-platform-creating-synchronized-human-centric-video-624</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-expert-ai-platform-delivering-accurate-short-term-electric-load-forecast-319</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-multimodal-ai-platform-generating-personalized-images-from-user-photos-353</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-driven-autonomous-network-control-platform-improving-5g-network-performance-f-627</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-measuring-and-optimizing-environmental-impact-of-ai-inference-workloads-424</loc>
    <lastmod>2025-08-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-multi-view-feature-selection-platform-that-handles-incomplete-da-818</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-that-reduces-llm-reasoning-token-usage-and-latency-by-reusing-con-792</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/zero-shot-audio-captioning-platform-using-pre-trained-audio-clip-and-llms-to-gen-883</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-platform-that-localizes-object-interaction-regions-from-natura-27</loc>
    <lastmod>2025-06-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fame-platform-improves-generative-image-quality-by-avoiding-failure-modes-benefi-321</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/clan-is-a-self-supervised-network-intrusion-detection-model-improving-accuracy-a-588</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-api-detecting-hallucinations-in-large-language-models-by-analyzing-hidden-lay-844</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-platform-predicting-robot-joint-motor-temperatures-to-improve-ma-794</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-watermarking-framework-embedding-robust-imperceptible-watermarks-into-llm-para-886</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-driven-meta-optimizer-platform-using-large-language-models-to-automate-des-789</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-encoder-model-improving-classification-and-retrieval-accuracy-for-569</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-socratic-ai-tutoring-platform-using-orchestrated-multi-agent-systems-to-enhanc-252</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-flexible-animation-platform-that-transforms-static-images-and-3d-data-into-con-71</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-prompting-framework-optimizing-few-shot-example-selection-to-improve-large-lan-816</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-automates-enterprise-api-tool-creation-and-enrichment-to-enhance-706</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/graphite-platform-transforms-heterophilic-graphs-to-boost-homophily-improving-gn-894</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-combining-adaptive-normalizing-flow-and-resistive-memory-hardware-to-ac-752</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-vocabulary-human-object-interaction-detection-model-that-enhances-novel-276</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-weighting-framework-for-robust-machine-learning-on-imbalanced-small-da-804</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-standardizes-and-hierarchically-organizes-multi-source-ehr-codes-585</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-photorealistic-dynamic-human-avatars-with-real-time-pose-c-533</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-sentiment-analysis-platform-using-large-language-models-to-deliver-expert-leve-380</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-rag-chatbot-platform-that-improves-regulatory-compliance-query-handling-for-ri-142</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-flexible-image-editing-platform-using-multi-modal-language-models-to-execute-d-865</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-retinal-vessel-segmentation-model-with-enhanced-spatial-attention-fo-723</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-mobile-optimized-video-vae-decoder-enabling-real-time-720p-video-processing-fo-298</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-robust-cyclegan-based-face-manipulation-platform-delivering-realistic-identity-702</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-two-stage-avatar-animation-platform-that-converts-multimodal-instructions-into-660</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-benchmarking-and-enhancing-vision-language-models-for-extracting-even-869</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spiking-neural-network-training-method-that-efficiently-transfers-knowledge-fr-809</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-detection-and-grounding-platform-for-semantically-consistent-multimodal-manipu-843</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-federated-learning-security-platform-detecting-stealthy-out-of-distribution-ba-802</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/amlnet-platform-generates-realistic-synthetic-money-laundering-transactions-and-711</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-protein-surface-retrieval-platform-leveraging-shape-and-electrostatic-potentia-803</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-ct-image-classification-framework-that-improves-detection-of-subtle-pathologie-125</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-classification-platform-for-e-commerce-businesses-to-improve-product-461</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-generation-decoding-method-leveraging-domain-examples-to-improve-translat-828</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-tuning-free-inference-time-alignment-platform-that-optimizes-large-language-mo-249</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-and-datasets-to-train-ai-models-for-strategic-high-quality-customer-245</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-retrieval-augmented-generation-platform-improving-accuracy-and-reliability-of-373</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-sensor-fusion-platform-improving-3d-object-detection-accuracy-for-a-434</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-api-for-continuous-label-free-evaluation-of-object-detectors-enabling-real-ti-871</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-ai-platform-that-generates-accurate-radiology-reports-from-x-ray-i-218</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conversational-ai-platform-that-streamlines-enterprise-compliance-by-routing-que-154</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-trains-ai-agents-for-multi-turn-software-224</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-search-framework-that-improves-e-commerce-search-relevance-by-combining-232</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/k2sight-platform-localizes-medical-image-abnormalities-using-interpretable-visua-238</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dxdirector-7b-is-an-ai-driven-clinical-diagnosis-platform-that-improves-accuracy-344</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/eag-rl-platform-improves-clinical-prediction-accuracy-by-enhancing-llm-reasoning-384</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-platform-analyzing-iot-spatio-temporal-data-credibility-using-dynami-593</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-ai-model-enabling-realistic-virtual-dressing-and-undressing-for-fashio-240</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-ai-search-platform-combining-retrieval-and-tool-based-agents-for-ente-237</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-digital-twin-platform-using-variational-autoencoders-for-predictive-thermal-mo-793</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transparent-alignment-framework-using-lightweight-adapters-to-steer-large-lang-823</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-generation-model-that-creates-long-smooth-virtual-try-on-videos-from-a-s-524</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-storage-efficient-in-loop-filtering-platform-for-video-codecs-that-improv-671</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-driven-optimization-platform-using-large-language-models-to-solve-complex-854</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-text-to-image-generation-platform-that-improves-multi-element-prompt-h-535</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sdm-activation-function-api-enhances-neural-network-robustness-and-interpretabil-781</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-fusion-platform-that-enhances-infrared-and-visible-image-integratio-850</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-integrated-soft-gradient-boosting-platform-with-learnable-feature-transforms-835</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-low-light-image-enhancement-model-using-causal-intervention-and-vector-quantiz-220</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-for-healthcare-providers-to-predict-patient-survival-accurately-and-tran-191</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/aurobind-platform-accelerates-drug-discovery-by-predicting-ligand-bound-protein-210</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-routing-platform-that-optimizes-query-assignment-across-multiple-llms-376</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/black-box-membership-inference-attack-tool-exposing-privacy-risks-in-synthetic-t-760</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-foundation-model-platform-converting-time-series-into-images-for-accurate-prob-231</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-ai-platform-enabling-seamless-multimodal-content-understanding-and-gen-343</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-combining-linguistic-and-contextual-analysis-to-detect-fake-news-rap-431</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-driven-article-generation-platform-that-builds-factual-long-form-document-754</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-video-collaborative-reasoning-platform-that-enhances-video-language-mode-839</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-scoring-method-for-selecting-accurate-reasoning-chains-from-mult-496</loc>
    <lastmod>2025-08-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-platform-that-integrates-multiple-feature-types-to-improve-iot-s-400</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-360-photorealistic-garment-views-from-limited-images-or-vi-700</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-source-platform-enabling-developers-to-reliably-generate-and-scale-ai-dr-501</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dataset-and-benchmark-platform-for-developers-and-companies-to-improve-digital-165</loc>
    <lastmod>2025-07-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/diffusion-based-holographic-reconstruction-platform-recovering-amplitude-and-pha-800</loc>
    <lastmod>2025-09-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-autonomous-vehicle-perception-with-foundation-models-for-impro-631</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-multilingual-information-access-on-the-internet-to-improve-c-441</loc>
    <lastmod>2025-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-routes-ai-queries-to-cost-effective-language-models-with-user-co-581</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/trinityx-platform-optimizes-large-language-models-for-balanced-helpfulness-harml-628</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-and-dataset-enabling-researchers-and-developers-to-detect-realistic-p-670</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-parameter-efficient-ai-reasoning-platform-delivering-fast-accurate-mathematica-609</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-explainable-deepfake-detection-platform-using-retrieval-augmented-generation-242</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-that-automates-python-type-annotations-to-improve-code-qu-193</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/parameter-efficient-fine-tuning-platform-for-large-language-models-improving-acc-271</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-satellite-data-and-deep-learning-platform-mapping-smallholder-crop-fields-nati-96</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-to-image-editing-platform-enabling-precise-real-image-modifications-for-d-366</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-ai-platform-that-transforms-natural-language-prompts-into-comprehen-626</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-mpc-planner-with-neural-residual-constraints-for-real-time-collision-av-260</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/efficient-cnn-model-for-high-quality-image-super-resolution-benefiting-media-com-358</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-visual-language-verification-model-for-accurate-object-identificatio-685</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-upsampling-module-improving-image-super-resolution-quality-for-deve-351</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-data-augmentation-and-spatio-temporal-attention-model-improving-80</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-comprehensive-3d-model-and-texture-dataset-platform-enabling-developers-and-re-336</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-evaluation-platform-for-mobile-intelligent-assistants-improving-user-s-330</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-image-watermarking-model-that-improves-copyright-protection-accurac-329</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-unsupervised-image-registration-model-improving-accuracy-and-speed-604</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-textual-explanations-from-llms-to-improve-nlp-model-classi-317</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-mlp-based-traffic-prediction-model-offering-accurate-forecasts-with-315</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/confidence-driven-segmentation-model-improving-polyp-detection-accuracy-and-effi-100</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/interpretable-deep-learning-model-for-insurance-pricing-delivering-transparent-r-633</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-gui-automation-platform-that-enables-ai-agents-to-self-reflect-and-24</loc>
    <lastmod>2025-06-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-based-3d-occupancy-prediction-model-improving-semantic-accuracy-and-rob-619</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-platform-evaluating-llm-agents-on-complex-office-workflows-to-improv-300</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-geospatial-dataset-and-benchmark-platform-for-ai-models-mapping-oil-palm-pl-630</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/selective-prediction-platform-for-ai-developers-to-reduce-latency-and-errors-in-729</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-measuring-multilingual-ai-output-consistency-to-improve-reliability-for-glob-544</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-robust-scene-level-sketch-based-image-retrieval-model-improving-accuracy-for-d-586</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-universal-3d-medical-imaging-model-enabling-segmentation-transformation-and-en-650</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-visual-tokenizer-model-that-improves-image-reconstruction-quality-for-generati-128</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autonomous-ai-platform-that-designs-and-validates-novel-neural-architectures-to-213</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-synthetic-data-generated-by-llms-to-recommend-code-reviews-for-553</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deep-learning-platform-using-bi-temporal-siamese-u-net-for-precise-burned-area-613</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-attention-adjustment-platform-that-reduces-object-hallucination-199</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-for-seamless-human-object-image-composition-enhancing-interaction-re-135</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-for-accurate-high-resolution-remote-sensing-change-detection-benefit-594</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-meta-learning-platform-enabling-fast-personalized-prompt-tuning-of-large-langu-143</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-personalized-recommendation-platform-using-determinantal-point-processes-to-de-679</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-anomaly-detection-platform-for-cryptocurrency-transactions-enabling-505</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hybrid-decoding-platform-that-speeds-up-chain-of-thought-reasoning-for-ai-develo-153</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-traffic-causality-detection-platform-that-helps-city-planners-and-traffic-mana-402</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-measuring-demographic-bias-in-vision-language-models-to-446</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/safework-r1-is-a-multimodal-ai-safety-and-reasoning-model-platform-enabling-deve-155</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-animation-platform-that-generates-diverse-articulated-mesh-motions-from-vid-38</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-plant-segmentation-platform-that-accurately-segments-overlapping-ros-668</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-machine-learning-platform-that-classifies-user-meal-logs-by-nutritional-goals-572</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-retraining-free-pruning-framework-that-reduces-memory-and-expert-count-in-larg-684</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-collaborative-perception-framework-enabling-heterogeneous-autonomous-vehicles-664</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-transformer-ssm-model-improving-visual-recognition-accuracy-and-efficie-145</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/self-supervised-lidar-localization-platform-using-birds-eye-view-images-for-scal-669</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/radar-simulation-platform-generating-customizable-radar-data-cubes-for-autonomou-10</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vision-based-perception-platform-improving-automated-delivery-robots-pedestrian-270</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/confidence-estimation-api-for-large-language-models-improving-accuracy-and-calib-648</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-vision-language-model-framework-enabling-efficient-visual-question-640</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pruning-based-method-that-reduces-catastrophic-forgetting-in-large-language-mo-637</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-sensor-data-processing-model-improving-human-activity-recognition-a-81</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-process-that-improves-llm-based-text-embeddings-for-better-semantic-s-509</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-binary-quantization-process-for-large-language-models-that-reduces-mem-507</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-multimodal-decoder-only-transformer-model-enabling-efficient-image-and-504</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-reasoning-platform-that-dynamically-adjusts-thinking-steps-to-improv-617</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-automated-framework-optimizing-mixed-precision-quantization-for-large-languag-739</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-speaker-speech-processing-model-that-integrates-diarization-separation-a-482</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-flexible-few-shot-semantic-segmentation-model-adapting-sam2-for-efficient-imag-720</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-human-activity-recognition-platform-using-hybrid-deep-learning-and-fea-458</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-dataset-platform-enabling-autonomous-vehicle-developers-to-improve-106</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-inference-time-framework-that-dynamically-aligns-large-language-model-outputs-394</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-developers-to-visualize-and-edit-ai-understanding-for-better-262</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-text-to-image-diffusion-process-that-clusters-similar-prompts-to-sp-478</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-object-tracking-and-segmentation-platform-enabling-zero-shot-generalizat-726</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-no-reference-video-quality-assessment-model-for-ugc-platforms-to-detect-frame-335</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-token-compression-platform-that-accelerates-ui-code-generation-for-developers-707</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-anomaly-detection-platform-for-iot-providers-to-identify-global-324</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-auto-bidding-platform-using-traffic-prediction-to-optimize-real-ti-283</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/answer-is-a-sampling-technique-for-diffusion-models-that-improves-image-quality-230</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/radial-attention-api-accelerates-long-video-generation-for-ai-developers-and-stu-37</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-comprehensive-first-person-video-dataset-platform-enabling-developers-and-rese-35</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pruning-process-for-large-language-models-that-reduces-memory-and-latency-with-577</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-learning-rate-process-for-unsupervised-post-training-that-improves-m-392</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/kv-cloak-platform-protects-large-language-model-inference-by-securing-kv-cache-a-403</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/opencua-is-an-open-source-platform-providing-scalable-tools-and-datasets-for-bui-301</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-accurate-online-vectorized-maps-from-camera-data-without-c-454</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/rsdnet-offers-a-robust-efficient-3d-object-detection-model-for-autonomous-system-225</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-secure-ai-governance-platform-that-enforces-tamper-proof-compliance-to-protect-486</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fasttracker-is-a-real-time-vehicle-tracking-platform-improving-accuracy-and-iden-420</loc>
    <lastmod>2025-08-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-that-enables-large-language-models-to-express-context-driven-persona-611</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-guided-reasoning-platform-for-automated-penetration-testing-that-improves-accu-605</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-selective-unlearning-framework-for-large-language-models-that-removes-sensitiv-7</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-conditional-diffusion-model-generating-panoramic-lidar-data-from-monocular-rgb-215</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/oc-vla-platform-aligns-robotic-actions-with-camera-observations-to-enhance-manip-368</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-person-tracking-platform-using-memory-assisted-filtering-and-motion-adap-333</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-fingerprinting-platform-for-large-language-models-enabling-secure-326</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-alignment-process-that-reduces-forgetting-in-retrieval-augmented-generat-536</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/effieval-platform-enables-ai-developers-to-efficiently-benchmark-large-language-323</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-open-source-ai-model-providing-step-by-step-math-reasoning-tailored-for-jee-e-307</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-score-based-molecular-graph-generation-model-enabling-precise-multi-property-c-647</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-neural-network-model-for-fast-accurate-3d-human-pose-and-shape-estimation-bene-386</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-token-compression-process-for-vision-language-models-that-reduces-compu-284</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-platform-that-enhances-drug-contraindication-detection-accuracy-for-healthca-279</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-data-pipeline-that-standardizes-multi-institutional-critical-care-ehr-638</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-molecular-property-prediction-platform-using-functional-group-representations-656</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-asset-generation-platform-that-creates-physically-accurate-models-from-imag-105</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-enhancing-lifelong-person-re-identification-accuracy-and-generalizat-273</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vlmq-provides-an-efficient-post-training-quantization-process-for-large-vision-l-267</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-speech-based-cognitive-impairment-assessment-platform-using-large-265</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-action-navigation-model-with-self-correction-capabilities-impr-340</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-large-language-models-to-generate-context-aware-smart-home-beha-259</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-benchmarking-multimodal-llms-for-video-content-moderation-to-improve-255</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/attnrank-platform-improves-large-language-model-accuracy-by-reranking-inputs-to-251</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dynamic-fine-tuning-platform-improves-large-language-model-training-stability-an-250</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-safety-benchmark-platform-for-llm-developers-and-researchers-to-a-365</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-ai-framework-that-improves-large-language-models-reasoning-and-retriev-181</loc>
    <lastmod>2025-07-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/zoocast-platform-dynamically-selects-optimal-time-series-forecasting-models-for-522</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-conversational-ai-platform-helping-educators-improve-teaching-throug-718</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autoregressive-image-generation-model-producing-high-quality-images-with-continu-347</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cloud-based-parameter-editing-platform-that-personalizes-lightweight-on-device-587</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-depth-estimation-model-combining-monocular-and-stereo-inputs-for-impro-236</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-ai-platform-that-automates-spreadsheet-layout-design-for-data-analys-602</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-deepfake-detection-platform-using-pattern-aware-reasoning-to-enhan-473</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-decoding-method-for-vision-language-models-that-reduces-hallucinati-227</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-named-entity-retrieval-platform-using-type-aware-embeddings-to-find-521</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-segmentation-platform-enabling-precise-interactive-pixel-level-obje-233</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-understanding-model-enhancement-process-enabling-longer-context-percepti-211</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-medical-imaging-ai-model-that-improves-tumor-classification-accuracy-for-radio-212</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-for-precise-word-level-speech-to-text-alignment-benefiting-transcription-ser-683</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/audio-visual-deepfake-detection-platform-using-hierarchical-contextual-learning-178</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-audio-fingerprinting-model-generating-robust-embeddings-for-fast-accurate-mus-352</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-for-medical-image-de-identification-tools-ensuring-phi-r-184</loc>
    <lastmod>2025-07-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-chinese-psychological-llm-platform-delivering-empathetic-expert-and-reasoned-m-339</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-for-non-intrusive-speech-quality-prediction-using-whisper-encoder-features-b-205</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-adaptive-decoding-process-for-text-generation-models-that-improves-cohere-477</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cloud-edge-ai-platform-delivering-multi-domain-coding-solutions-with-automated-674</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cinematic-shot-generation-model-for-filmmakers-and-editors-to-automate-next-sh-332</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-refinement-platform-that-transforms-unsafe-or-private-datasets-into-high-642</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/salf-platform-uses-symbolic-adversarial-learning-to-generate-and-detect-evolving-462</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-energy-forecasting-model-using-extreme-learning-machine-for-utilitie-377</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deepmedix-r1-is-a-chest-x-ray-interpretation-model-providing-transparent-diagnos-538</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-1d-cnn-based-malware-classification-model-improving-detection-accuracy-for-cyb-590</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/facegcd-offers-an-adaptive-face-recognition-platform-for-security-and-social-med-176</loc>
    <lastmod>2025-07-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-framework-that-detects-hallucinations-in-large-language-models-to-improve-725</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-rlhf-training-platform-optimizing-resource-use-and-throughput-for-ai-297</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-knowledge-graph-and-large-language-model-platform-for-real-time-fake-n-696</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/histoplus-model-for-accurate-cell-detection-and-classification-on-h-and-e-slides-322</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-model-and-benchmark-platform-for-detailed-artifact-detection-i-694</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-based-model-enabling-zero-shot-classification-across-video-image-and-audi-286</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-integrated-vision-language-action-model-platform-enabling-robots-to-understan-150</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/few-shot-image-recognition-platform-leveraging-cielab-transformation-and-meta-le-170</loc>
    <lastmod>2025-07-29</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-example-selection-process-for-llm-agents-that-improves-reasoning-accur-180</loc>
    <lastmod>2025-07-31</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-powered-telephone-survey-platform-automating-quantitative-data-collection-for-148</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/trajectory-based-ai-platform-for-sports-video-analysis-enabling-enhanced-retriev-411</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dataset-generation-platform-creating-high-quality-image-text-pairs-to-improve-141</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-safety-alignment-process-for-large-language-models-that-improves-jailbreak-def-705</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-to-accelerate-diffusion-transformer-models-for-faster-image-and-video-genera-690</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-analyzing-online-medication-questions-to-predict-health-risks-and-sup-717</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-diffusion-inpainting-framework-that-delivers-seamless-image-rest-140</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-forecasting-module-improving-online-time-series-predictions-for-busi-548</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuned-language-model-platform-for-multi-label-narrative-classification-an-541</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-ai-platform-converting-industrial-task-descriptions-into-validated-126</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-reinforcement-learning-platform-optimizing-cuda-code-to-boost-gpu-perf-123</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/integer-only-vision-transformer-model-for-efficient-semantic-segmentation-on-res-688</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-model-fusion-platform-improving-image-classification-accuracy-663</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-platform-generating-high-quality-image-editing-triplets-for-ai-develop-122</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-integrated-speech-multimodal-model-fine-tuned-via-lora-for-accurate-english-p-520</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-vision-foundation-model-with-nested-clustering-and-positional-disent-120</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/chexgen-is-a-generative-model-platform-that-synthesizes-chest-x-rays-to-improve-539</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-reasoning-platform-that-enhances-long-context-understanding-in-lar-556</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-understanding-platform-that-selects-key-frames-based-on-user-instruction-111</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/sentinel-is-a-framework-that-reduces-hallucinations-in-multimodal-ai-models-impr-108</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dapnet-platform-classifies-network-states-by-combining-temporal-and-cross-variab-709</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/betr-platform-optimizes-language-model-pretraining-data-selection-to-boost-ai-mo-104</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-interpretable-api-for-detecting-hallucinations-in-large-language-m-719</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-enabling-large-language-models-to-deliver-sust-379</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-view-transformer-encoding-platform-that-leverages-camera-geometry-for-im-97</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-evaluating-ai-models-as-judges-for-coding-tasks-improvin-90</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-process-enabling-small-scale-open-source-code-llms-to-self-generate-quality-tr-612</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/revq-platform-enables-ai-developers-to-efficiently-convert-vaes-into-vq-vaes-for-85</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-transformer-based-platform-for-accurate-3d-human-reconstruction-and-animation-17</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reasoning-data-synthesis-method-that-produces-concise-structured-explanations-456</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-detecting-adversarial-and-jailbreak-prompts-in-large-language-models-for-ai-228</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-framework-that-enhances-large-language-models-reasoning-78</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-deepfake-detection-model-combining-spatial-and-frequency-features-fo-484</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-automated-mr-imaging-pipeline-for-cns-tumor-postoperative-reporting-that-aids-316</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-llm-based-platform-that-detects-and-reduces-hallucinations-in-chatbots-enhanc-708</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-virtual-try-on-platform-that-automates-multi-layer-clothing-draping-on-diverse-550</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-image-and-video-salient-object-detection-model-improving-accuracy-an-294</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-domain-adaptation-framework-that-refines-features-for-robust-ai-models-benefit-438</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-driven-platform-using-large-language-models-to-automate-15</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/interactive-video-generation-platform-enabling-real-time-1080p-60fps-simulation-313</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-enhances-robot-visuomotor-policy-learning-using-pretrained-world-118</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-video-rating-prediction-platform-using-hybrid-ai-models-to-help-stre-579</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/threshold-free-evaluation-platform-for-ai-attribution-methods-improving-reliabil-511</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-streaming-3d-reconstruction-platform-that-efficiently-integrates-spatial-data-66</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-large-scale-dataset-and-labeling-pipeline-enabling-detailed-grounded-captions-60</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-based-image-segmentation-model-that-improves-accuracy-and-speed-for-devel-574</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-ai-tool-that-accurately-detects-when-models-face-unfamiliar-data-i-186</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-driven-platform-that-converts-natural-language-questions-into-sql-queries-649</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-guidance-scheduler-for-diffusion-models-improving-image-quality-and-58</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-text-guided-color-editing-platform-for-precise-consistent-image-299</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-high-quality-synthetic-tabular-data-using-llms-for-data-sc-531</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cosmic-is-a-zero-shot-time-series-forecasting-model-that-integrates-covariates-f-12</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-distributed-tracing-platform-for-collective-communication-reliability-that-acc-510</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-privacy-framework-and-algorithm-protecting-sensitive-attributes-in-machine-lea-49</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-scale-flow-matching-model-that-improves-image-and-video-generation-quali-47</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-secure-plan-then-execute-framework-for-building-reliable-llm-agents-that-impro-643</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuning-framework-that-reduces-bias-in-medical-ai-models-while-maintaining-450</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-plug-in-module-that-upgrades-fixed-scale-super-resolution-models-to-handle-arb-562</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-language-model-inference-accelerator-enabling-faster-token-generation-for-ai-d-529</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-dashcam-video-and-ai-for-real-time-roadside-vegetation-and-infr-410</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-ai-model-generating-synchronized-audio-speech-and-songs-from-video-188</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-inference-time-scalable-image-captioning-platform-that-improves-caption-accur-40</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cache-assisted-parallel-decoding-process-that-speeds-up-large-language-model-i-244</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-explainable-ai-model-combining-efficientnetv2-and-mlp-mixer-to-accurately-cla-589</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/jointthinking-platform-improves-reasoning-accuracy-and-efficiency-in-large-langu-264</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-platform-predicting-quality-scores-and-uncertainty-for-long-form-ai-generate-618</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-diffusion-model-distillation-platform-that-accelerates-image-and-video-synthes-156</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-developer-focused-framework-enabling-flexible-efficient-agentic-applications-w-429</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-ai-agents-to-integrate-physical-embodiment-with-web-reasoning-34</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-platform-detecting-text-from-privately-fine-tuned-llms-for-enterprises-needi-30</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-compression-platform-for-deep-learning-checkpoints-that-reduces-storage-needs-28</loc>
    <lastmod>2025-06-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-analyzing-code-style-evolution-to-help-developers-and-enterprises-optim-26</loc>
    <lastmod>2025-06-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-segmentation-model-platform-enabling-efficient-scalable-mask-prediction-445</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-function-completion-platform-that-infers-coding-intent-from-context-to-help-de-328</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/chamfer-guidance-platform-enhances-synthetic-image-generation-quality-and-divers-350</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-lidar-dataset-platform-providing-high-fidelity-annotated-data-for-au-584</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-memory-efficient-fine-tuning-platform-enabling-large-ai-model-customization-on-25</loc>
    <lastmod>2025-06-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-explainable-vision-language-model-platform-for-detecting-multimodal-misinform-526</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforced-llm-based-traffic-signal-control-model-that-improves-traffic-flow-a-200</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-platform-evaluating-medical-llms-for-accuracy-reasoning-integrity-an-432</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-global-dataset-and-integrity-scoring-platform-for-reforestation-projects-enabl-417</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-clustering-platform-using-graph-propagation-for-high-dimensional-vari-229</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-visual-in-context-learning-using-stable-diffusion-models-for-320</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-black-box-adversarial-attack-platform-exploiting-inaudible-audio-frequencies-t-601</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-enhanced-malware-detection-platform-combining-rule-based-and-machine-learning-397</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-style-guided-image-generation-process-for-designers-and-artists-to-create-visu-364</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-object-tracking-model-that-enhances-accuracy-and-robustness-for-rea-360</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/automated-evaluation-platform-for-llm-app-stores-that-improves-app-ranking-accur-460</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptable-verification-platform-detecting-hallucinations-in-ai-generated-cont-600</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-biometric-verification-platform-using-facial-motion-patterns-to-secure-identit-187</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-that-detects-and-repairs-bugs-and-security-vulnerabilitie-433</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/conftuner-is-a-fine-tuning-process-that-enables-ai-models-to-verbally-express-ca-447</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-co-trains-code-generation-and-unit-testin-9</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-branch-offset-learning-model-improving-semantic-segmentation-accuracy-for-309</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/fgcrn-model-platform-for-industrial-operators-to-detect-known-and-unknown-faults-401</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/limix-is-a-unified-structured-data-model-platform-enabling-enterprises-and-data-503</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-loss-function-platform-that-improves-machine-learning-model-accuracy-on-287</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-view-ai-platform-for-ethereum-fraud-detection-providing-semantic-transac-532</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-generation-platform-that-replicates-camera-movements-from-reference-vide-8</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-control-framework-for-diffusion-transformer-models-enabling-effici-337</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-driven-multi-agent-platform-that-simulates-clinical-dialogues-to-improve-m-412</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-kv-cache-compression-process-for-large-language-models-reducing-436</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-modular-ai-humor-generation-platform-that-creates-culturally-aware-context-sen-409</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-plug-and-play-video-generation-framework-that-preserves-identity-for-creators-292</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-standardized-ecg-benchmark-and-a-versatile-foundation-model-improving-ecg-anal-681</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-language-model-architecture-enabling-efficient-on-device-ai-for-deve-147</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/interpretable-physics-informed-ml-model-for-accurate-earthquake-shaking-predicti-500</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-image-editing-platform-leveraging-task-aware-training-and-large-datas-293</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-language-models-to-use-external-tools-for-unlimited-factual-494</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-convnext-variant-model-that-delivers-efficient-image-classificatio-481</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-and-dataset-that-improve-large-language-models-multi-step-data-analy-646</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-meta-learning-transformer-model-for-accurate-fault-diagnosis-in-rotating-machi-645</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/easycache-is-a-runtime-adaptive-caching-framework-accelerating-video-diffusion-m-69</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-stage-image-restoration-model-that-enhances-dark-images-for-improved-deta-221</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/haar-tsvd-image-denoising-algorithm-offering-fast-high-quality-noise-removal-for-345</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-spatial-reasoning-platform-that-enhances-gui-element-grounding-in-vi-722</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-part-based-generative-model-producing-detailed-compositional-3d-objects-fro-115</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-parameter-free-decoding-framework-that-reduces-hallucinations-in-large-languag-582</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-object-segmentation-platform-using-vision-language-models-to-improve-acc-129</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-guidance-scheduling-platform-that-accelerates-flow-based-generative-mod-216</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-framework-for-histopathology-image-analysis-that-improves-cancer-diagnosis-727</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-autonomous-ai-agents-to-transact-and-coordinate-economic-activ-682</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spanish-speech-forensics-dataset-and-detection-platform-enabling-accurate-synt-665</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-text-to-image-synthesis-model-that-accelerates-inference-by-fusing-161</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-visual-language-ai-model-for-accurate-placental-disease-diagnosis-from-whole-s-272</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ddr-net-is-a-tailored-deep-learning-model-improving-small-object-detection-in-ae-519</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-ai-platform-that-detects-synthetic-images-and-audio-for-media-comp-185</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-coordinate-free-visual-grounding-model-for-gui-agents-enabling-accurate-action-5</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-ai-model-that-enhances-hyperspectral-image-resolution-for-remo-119</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/post-training-method-activating-safety-knowledge-in-reasoning-models-to-reduce-h-197</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-remote-sensing-change-detection-framework-using-efficient-fine-tuning-of-visio-662</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-rgb-t-semantic-segmentation-model-improving-autonomous-platform-perc-676</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-online-loss-function-improving-concept-balance-in-visual-generation-models-fo-114</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-semantic-segmentation-model-for-real-time-structural-defect-detect-325</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-convolutional-module-for-accurate-long-term-time-series-forecasting-benefiting-689</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-vision-language-model-platform-that-optimizes-image-resolution-for-effi-112</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-document-level-translation-dataset-and-platform-enabling-improved-369</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-crop-specific-vision-foundation-model-improving-in-field-monitoring-accuracy-f-566</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-large-language-models-to-generate-demographically-accurate-virt-567</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-decoding-method-for-vision-language-models-that-reduces-hallucinations-by-veri-348</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-visual-understanding-and-generation-model-enabling-efficient-image-per-3</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptive-rag-platform-that-enhances-legal-research-accuracy-and-efficiency-fo-367</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-defect-segmentation-model-for-integrated-circuit-manufacturers-t-655</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-video-communication-platform-enabling-seamless-human-ai-face-to-face-94</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/mobile-app-using-deep-learning-to-diagnose-arsenicosis-from-skin-images-for-rura-625</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-generative-model-platform-that-creates-high-fidelity-images-at-any-resolution-11</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-augmentation-framework-that-enhances-large-language-models-for-task-speci-492</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-recursive-transformer-model-optimizing-token-level-computation-for-effi-93</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-optimizing-artificial-neural-network-training-by-blending-synthetic-and-62</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-using-large-language-models-to-automatically-detect-crypt-354</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-generated-image-detection-framework-improving-accuracy-and-robustness-for-dig-672</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/machine-learning-platform-estimating-virtual-server-energy-consumption-from-gues-680</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-trains-llms-to-autonomously-generate-netw-349</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-using-llms-to-analyze-nde-contour-maps-for-bridge-inspectors-impr-124</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/nerc-provides-a-neural-localization-correction-platform-enhancing-gnss-accuracy-421</loc>
    <lastmod>2025-08-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-rl-based-platform-that-trains-language-models-to-provide-accurate-answers-wit-138</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-memory-efficient-llm-inference-platform-that-reduces-kv-cache-size-for-ai-deve-406</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-vision-based-aircraft-pose-estimation-platform-with-uncertainty-calibr-395</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-data-platform-that-improves-arabic-medical-chatbots-accuracy-and-rel-686</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-pretrained-time-series-forecasting-model-using-delay-embedding-and-koopman-ope-728</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-gaussian-based-reward-modeling-platform-improving-gui-element-localization-acc-131</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-platform-enhancing-text-to-image-generation-accuracy-and-control-390</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-large-language-models-to-analyze-kubernetes-configs-and-logs-fo-527</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-efficient-distillation-framework-that-enhances-reasoning-in-large-languag-396</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fusion-platform-that-combines-multiple-open-source-llms-using-routing-data-to-88</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-and-model-platform-for-retinal-anomaly-detection-improving-unseen-an-99</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-plug-and-play-token-dropping-framework-that-reduces-vision-transformer-inferen-515</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-conversational-job-recommendation-platform-using-llm-powered-agents-to-deliver-393</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-distillation-platform-that-enables-efficient-knowledge-transfer-from-lar-32</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hardware-acceleration-platform-for-mamba-sequence-models-enabling-efficient-edge-407</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/evaluation-platform-that-stress-tests-large-reasoning-ai-models-with-multi-probl-87</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-dataset-and-training-framework-for-vision-language-models-to-improve-84</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-for-efficient-structured-data-extraction-using-a-fine-tuned-billion-paramete-620</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-reward-modeling-platform-improving-visual-generation-quality-for-ai-d-621</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/cband-api-detects-and-quantifies-banding-artifacts-in-compressed-videos-to-impro-303</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-image-quality-assessment-model-that-accelerates-and-improves-view-selection-f-44</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-3d-segmentation-and-tracking-platform-for-robotics-and-ar-developers-291</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-large-language-models-to-improve-treatment-effect-estimation-fr-77</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/post-training-routing-optimization-platform-for-moe-large-language-models-improv-564</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-loop-closure-verification-platform-using-trajectory-priors-to-improve-slam-acc-389</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-that-converts-legal-text-into-executable-python-code-to-help-soft-75</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-prompt-based-framework-enabling-fine-grained-personality-control-in-llms-for-d-278</loc>
    <lastmod>2025-08-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-view-ai-model-analyzing-fmri-data-to-enhance-brain-disorder-diagnosis-ac-74</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-improves-deep-learning-model-security-by-efficiently-integrating-275</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-generation-model-using-reference-based-tokenization-to-enhance-motion-co-68</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-large-scale-annotated-floor-plan-dataset-and-pipeline-enabling-ai-developers-a-382</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/token-aware-lora-platform-enabling-efficient-multi-concept-personalized-image-ge-308</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-geometry-guided-visual-language-model-for-mammography-that-improves-multi-view-687</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-rgb-only-navigation-platform-enabling-robots-to-perform-long-range-zero-shot-641</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-generating-high-quality-multi-modal-medical-data-to-enhance-ai-traini-474</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-bias-mitigation-platform-that-improves-fairness-for-unprivileged-groups-withou-268</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-layered-ai-safeguard-testing-platform-that-helps-ai-developers-identify-and-mi-64</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-gaussian-splatting-platform-that-enables-efficient-detailed-3d-surface-mesh-re-61</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/live-video-ai-platform-enhancing-real-time-assistance-for-blind-and-visually-imp-263</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-4d-gaussian-transformer-model-for-fast-accurate-dynamic-scene-reconstruction-f-21</loc>
    <lastmod>2025-06-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/open-source-multilingual-speech-text-embedding-model-for-developers-building-sem-724</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-3d-reconstruction-platform-delivering-high-fidelity-rgb-d-scene-models-716</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-test-time-adaptation-platform-that-enhances-ai-model-robustness-426</loc>
    <lastmod>2025-08-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-text-to-4d-mesh-generation-platform-creating-dynamic-3d-models-with-motion-for-55</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-diffusion-inpainting-process-that-improves-image-consistency-for-701</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-compression-platform-using-implicit-neural-representations-to-deliver-fa-51</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-agent-reinforcement-learning-platform-that-evolves-diverse-llm-agents-fo-42</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-framework-enhancing-text-to-image-diffusion-models-for-precise-c-673</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-compliance-testing-platform-that-evaluates-ai-models-against-ethics-guidelines-495</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-decoding-process-for-large-language-models-that-speeds-up-inference-305</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-for-generating-controllable-3d-human-scene-interaction-videos-from-im-46</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/generative-ai-platform-for-6g-networks-enabling-synthetic-data-generation-semant-469</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-concrete-crack-detection-and-segmentation-model-for-infrastructure-ins-415</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-multivariate-time-series-classification-model-delivering-efficient-243</loc>
    <lastmod>2025-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fast-feed-forward-model-for-realistic-full-head-3d-avatar-synthesis-from-a-sin-614</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-predictive-modeling-platform-integrating-crash-narratives-and-structured-data-615</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-scalable-orthogonal-finetuning-platform-that-accelerates-and-reduces-memory-fo-41</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-weakly-supervised-3d-object-detection-model-leveraging-multi-view-temporal-dat-597</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dart-platform-improves-extreme-convection-detection-for-meteorologists-and-disas-659</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-unified-multimodal-model-platform-that-integrates-vision-language-and-action-f-39</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-claim-normalization-platform-converting-informal-social-media-pos-734</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-predictive-model-platform-that-improves-next-location-forecasting-for-smart-ci-736</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-robust-image-restoration-model-combining-semantic-understanding-and-texture-ge-738</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-speculative-decoding-platform-that-speeds-up-vision-language-models-fo-741</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/uniconvnet-is-a-scalable-convnet-model-improving-image-recognition-accuracy-and-311</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-synthetic-image-dataset-and-evaluation-benchmarks-platform-that-improves-image-318</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-accelerates-diffusion-model-inference-using-evolutionary-caching-31</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-autonomous-ai-platform-simulating-therapist-client-dialogues-to-deliver-expla-413</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-grasp-synthesis-platform-for-robotics-and-automation-companies-to-impr-475</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/prophet-is-a-fast-decoding-method-for-diffusion-language-models-that-accelerates-463</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-for-automated-conversational-theme-detection-enabling-businesses-to-a-455</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-decoding-method-for-text-generation-platforms-improving-coherence-diver-493</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-vision-transformer-and-edge-processing-framework-for-accurate-ai-genera-442</loc>
    <lastmod>2025-08-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-hyperparameter-optimization-platform-using-meta-learning-and-explain-653</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-ai-model-combining-motion-and-video-data-to-enhance-human-behavior-399</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-process-that-enhances-low-bit-ai-model-accuracy-using-data-augmentati-546</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/autoregressive-diffusion-model-platform-for-autonomous-vehicle-developers-to-enh-57</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/carted-platform-enables-healthcare-and-research-organizations-to-uncover-causal-121</loc>
    <lastmod>2025-07-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-generation-model-that-improves-efficiency-and-quality-for-content-creato-14</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/declip-is-a-framework-enhancing-open-vocabulary-dense-perception-for-developers-359</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-privacy-preserving-split-learning-platform-that-secures-training-labels-and-re-98</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-real-time-thermal-imaging-and-deep-learning-platform-that-detects-deer-and-oth-972</loc>
    <lastmod>2025-09-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-graph-based-multi-agent-motion-forecasting-model-improving-autonomous-652</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-inference-process-for-yolov10s-that-accelerates-object-detection-on-co-607</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/anomaly-detection-platform-using-causal-graph-analysis-to-enhance-cyber-physical-398</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-deepfake-detection-platform-using-adaptive-learning-and-dual-domain-analysis-t-346</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lifelong-memory-agent-platform-enabling-real-time-personalized-dialogs-and-use-698</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/layerflow-is-a-video-generation-model-creating-editable-foreground-and-backgroun-19</loc>
    <lastmod>2025-06-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-3d-occupancy-scene-generation-model-enabling-efficient-controllable-and-high-f-543</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/multimodal-forecasting-platform-aligning-visual-and-textual-time-series-data-for-53</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-model-platform-that-classifies-candidate-seniority-from-resumes-to-improve-651</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dnn-powered-precoding-platform-for-ris-aided-mmwave-mimo-systems-enabling-fast-82</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-video-processing-framework-that-uses-event-camera-data-to-enha-636</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-loss-method-improving-fairness-and-accuracy-in-automated-speaking-ass-512</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-spatio-temporal-diffusion-model-platform-for-generating-consistent-4d-human-vi-116</loc>
    <lastmod>2025-07-17</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-combining-multiple-embedding-models-to-enhance-retrieval-and-response-151</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-response-generation-platform-for-service-assistants-that-optimizes-reply-quali-551</loc>
    <lastmod>2025-09-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-decision-focused-learning-model-that-improves-global-minimum-variance-portfoli-408</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-data-augmentation-platform-improving-social-event-detection-accuracy-for-523</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-federated-reinforcement-learning-platform-for-6g-edge-networks-enabling-privac-677</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ai-agent-platform-that-maps-drug-competitive-landscapes-to-accelerate-biotech-du-427</loc>
    <lastmod>2025-08-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-web-app-automating-software-issue-detection-and-code-revision-for-developers-a-692</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-controllable-video-generation-platform-enabling-precise-lighting-appearance-an-1</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-improves-automated-gui-task-performance-f-416</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fine-tuned-small-language-model-platform-delivering-cost-effective-domain-spec-425</loc>
    <lastmod>2025-08-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-platform-evaluating-ai-models-ability-to-generate-robust-unit-tests-195</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dual-agent-vision-language-reasoning-platform-enabling-automated-multi-image-a-196</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-outlier-detection-model-using-randomized-pca-forest-for-data-sci-374</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/vigal-platform-enables-multimodal-ai-models-to-improve-reasoning-skills-through-23</loc>
    <lastmod>2025-06-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-unsupervised-llm-based-text-embedding-platform-for-efficient-prior-case-retri-160</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-zero-shot-video-temporal-grounding-model-that-improves-segment-localization-ac-288</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-visual-safety-platform-for-trams-detecting-rails-and-hazards-to-preven-714</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dataset-and-framework-enabling-accurate-self-updating-hd-maps-for-autonomous-v-632</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-asr-model-adaptation-process-that-enhances-rare-word-recognition-accuracy-and-658</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-cost-aware-bayesian-optimization-process-that-reduces-evaluation-expenses-for-109</loc>
    <lastmod>2025-07-16</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-validating-remote-biomass-estimates-with-ground-forest-data-to-improv-16</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-semantic-search-framework-enhancing-technical-document-retrieval-for-engineers-534</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-attention-contrast-method-improving-visual-reasoning-accuracy-in-595</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-contextual-biasing-training-method-for-asr-models-that-improves-rare-word-reco-657</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-for-selecting-binary-classifiers-that-perform-well-on-im-608</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/align-lora-platform-improves-multi-task-learning-efficiency-in-large-language-mo-256</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-compact-deep-learning-model-for-accurate-glioma-mri-segmentation-tailored-to-l-644</loc>
    <lastmod>2025-09-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-french-toxicity-detection-benchmark-and-fine-tuning-method-improving-language-357</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-hybrid-gcn-gru-model-platform-detecting-fraudulent-cryptocurrency-transactions-610</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-enabling-ai-systems-to-model-human-like-temporal-cognition-for-improved-time-130</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-game-theoretic-cybersecurity-platform-using-ai-to-optimize-patch-strategies-an-192</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-using-ensemble-reinforcement-learning-and-active-learning-to-detect-a-449</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/dynamic-passage-selector-api-improves-retrieval-augmented-generation-accuracy-fo-331</loc>
    <lastmod>2025-08-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-video-language-retrieval-model-enhancing-fine-grained-semantic-matching-for-me-418</loc>
    <lastmod>2025-08-20</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-model-to-match-spatial-features-across-visual-modalities-enabl-2</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-comprehensive-scientific-reasoning-dataset-and-evaluation-platform-enabling-ai-136</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-unified-transformer-model-for-efficient-skeleton-based-action-recogn-314</loc>
    <lastmod>2025-08-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-predictive-modeling-platform-for-satellite-operators-and-space-agencies-to-for-164</loc>
    <lastmod>2025-07-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/deep-learning-platform-automating-rheumatoid-arthritis-joint-damage-scoring-from-576</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multilingual-reading-comprehension-benchmark-platform-enabling-ai-developers-t-537</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-and-metric-platform-for-evaluating-synthetic-tabular-data-generators-742</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/lightweight-real-time-medical-image-segmentation-model-using-self-supervised-swi-571</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-image-restoration-model-improving-noise-and-blur-correction-for-dev-43</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-parameter-efficient-fine-tuning-platform-adapting-large-language-models-for-pr-513</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bicdo-platform-optimizes-class-data-distributions-to-reduce-bias-and-improve-mul-712</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-data-augmentation-platform-that-improves-image-recognition-accuracy-by-296</loc>
    <lastmod>2025-08-11</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/api-measuring-representation-dispersion-to-optimize-language-model-selection-and-59</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dataset-distillation-process-that-accelerates-training-and-reduces-memory-for-52</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-efficient-video-pose-transformer-framework-that-accelerates-3d-human-pose-est-558</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-optimizer-platform-that-stabilizes-large-batch-language-model-training-for-ai-491</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-evaluates-and-scores-language-model-jailbreak-attempts-for-ai-de-487</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-flexible-library-enabling-efficient-training-and-retrieval-for-multi-vector-la-223</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-search-agent-platform-using-dynamic-knowledge-graphs-and-reinforcement-learnin-146</loc>
    <lastmod>2025-07-23</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-window-based-f1-evaluation-metric-for-time-series-event-detection-improving-st-506</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-free-method-to-improve-vision-transformer-attention-quality-and-inter-22</loc>
    <lastmod>2025-06-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/benchmark-platform-measuring-large-language-models-openness-to-opposing-views-fo-740</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-legal-ai-platform-that-predicts-judgments-and-explains-decisions-using-case-fa-190</loc>
    <lastmod>2025-08-01</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-automated-platform-that-evolves-and-optimizes-single-turn-jailbreak-prompts-f-639</loc>
    <lastmod>2025-09-10</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-enabling-ai-models-to-follow-complex-human-instructions-with-verifiab-79</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-active-learning-platform-that-reduces-annotation-costs-for-scientific-entity-596</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-summarisation-platform-that-condenses-clinical-documents-to-enhanc-606</loc>
    <lastmod>2025-09-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/ts-gen-is-a-generative-model-platform-that-rapidly-predicts-precise-chemical-rea-92</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-docker-based-platform-that-generates-realistic-multi-track-audio-mixing-datase-91</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/smartphone-app-and-machine-learning-models-for-real-time-identification-of-illeg-583</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-data-selection-platform-using-large-language-models-to-improve-domain-specific-591</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-continual-learning-model-that-reduces-neural-network-forgetting-enabling-ai-de-101</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-adaptable-computer-vision-platform-automating-individual-animal-behavior-anal-737</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-mathematical-framework-platform-that-unifies-learning-algorithms-and-natural-s-158</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-standardized-ai-ml-life-cycle-management-platform-for-telecom-operators-to-opt-162</loc>
    <lastmod>2025-07-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-agent-based-oversampling-algorithm-improving-minority-class-prediction-for-da-573</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-framework-and-analysis-platform-for-ai-developers-and-researchers-to-evaluate-528</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-abnormal-human-behavior-detection-framework-improving-accuracy-and-spe-363</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-training-method-enhancing-video-object-detection-models-to-better-handle-degra-472</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-optimization-algorithm-combining-orthogonal-momentum-and-adaptive-steps-514</loc>
    <lastmod>2025-09-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-fluid-flow-modeling-platform-that-accelerates-multiscale-simulations-with-fewe-18</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/bdvae-platform-predicts-cancer-immunotherapy-resistance-using-multi-omic-data-in-459</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-graph-neural-network-platform-that-improves-multivariate-time-series-forecasti-545</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-powered-platform-generating-guided-follow-up-questions-to-improve-requirem-70</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-lightweight-image-text-model-platform-delivering-high-accuracy-zero-shot-class-483</loc>
    <lastmod>2025-08-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-time-series-anomaly-detection-platform-that-improves-accuracy-and-robustness-f-557</loc>
    <lastmod>2025-09-08</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/hef-platform-optimizes-demand-forecasting-models-for-businesses-needing-balanced-372</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-using-street-view-imagery-to-monitor-cycling-and-motorcycling-tra-371</loc>
    <lastmod>2025-08-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-vision-language-action-ai-platform-enabling-robots-and-agents-to-plan-and-exec-133</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-ai-platform-that-detects-and-corrects-factual-errors-in-financial-language-mo-167</loc>
    <lastmod>2025-07-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmark-dataset-and-evaluation-platform-for-ai-models-diagnosing-diseases-fr-715</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/c3t-benchmark-platform-evaluates-speech-aware-large-language-models-for-consiste-704</loc>
    <lastmod>2025-09-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-graph-based-multivariate-time-series-dataset-and-platform-for-forecasting-and-525</loc>
    <lastmod>2025-09-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/real-time-crowd-prediction-model-enabling-robots-to-navigate-dense-human-environ-465</loc>
    <lastmod>2025-08-27</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-providing-end-to-end-explainability-tools-for-ai-workflows-helping-da-414</loc>
    <lastmod>2025-08-15</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/an-interactive-video-generation-platform-using-memory-based-context-retrieval-fo-6</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dataset-and-model-platform-enabling-studios-and-creators-to-generate-consisten-13</loc>
    <lastmod>2025-06-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-detection-platform-distinguishing-diffusion-and-autoregressive-ai-generated-te-102</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-dynamic-misinformation-detection-platform-that-models-evolving-social-contexts-261</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-supervised-fake-news-detection-platform-using-amr-and-llm-based-graph-con-452</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multimodal-ai-platform-that-automates-creation-of-synthetic-2d-3d-and-4d-data-253</loc>
    <lastmod>2025-08-07</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-framework-that-enables-ai-models-to-adapt-reasoning-dep-132</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-that-tests-multimodal-ai-safety-by-injecting-image-driven-context-to-76</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-detecting-and-preventing-malicious-user-feedback-manipulation-in-langua-73</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-process-enabling-large-language-models-to-perform-modul-72</loc>
    <lastmod>2025-07-03</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-that-improves-vision-language-models-reasoning-134</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-diffusion-based-platform-for-designers-and-artists-to-customize-digital-callig-54</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/privacy-monitoring-platform-for-ai-personal-agents-to-detect-and-prevent-sensiti-36</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-self-play-reinforcement-learning-platform-enabling-language-models-to-autonomo-56</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-modal-graph-based-world-model-platform-enabling-flexible-task-representa-89</loc>
    <lastmod>2025-07-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-multi-task-learning-platform-using-latent-diffusion-models-to-improve-ai-train-20</loc>
    <lastmod>2025-06-09</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-model-that-predicts-port-congestion-and-optimizes-berth-scheduling-to-enhance-45</loc>
    <lastmod>2025-06-24</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-neural-dynamics-model-platform-that-learns-deformable-object-behaviors-from-rg-33</loc>
    <lastmod>2025-06-18</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-post-training-method-and-evaluation-framework-to-reduce-sycophantic-bias-in-sc-383</loc>
    <lastmod>2025-08-19</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/adaptive-active-learning-platform-combining-human-expertise-and-ai-to-optimize-l-163</loc>
    <lastmod>2025-07-25</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-masked-diffusion-language-model-platform-that-improves-nlp-performance-for-ai-127</loc>
    <lastmod>2025-07-21</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-bimodal-motion-language-ai-model-enabling-developers-and-researchers-to-genera-63</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-reinforcement-learning-platform-optimizing-satellite-orbits-for-precise-terres-405</loc>
    <lastmod>2025-08-14</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-linguistically-informed-benchmark-and-reasoning-platform-for-evaluating-and-im-137</loc>
    <lastmod>2025-07-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-continual-adaptation-platform-for-object-detection-models-that-improves-accura-65</loc>
    <lastmod>2025-06-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-platform-analyzing-social-media-to-differentiate-genuine-osint-from-misinforma-266</loc>
    <lastmod>2025-08-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-radar-based-contactless-monitoring-platform-that-detects-arrhythmia-for-health-204</loc>
    <lastmod>2025-08-04</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/platform-enabling-universal-quantum-computation-on-analog-simulators-with-global-448</loc>
    <lastmod>2025-08-26</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.valoris-research.com/idea/a-benchmarking-platform-analyzing-stylistic-variation-in-llm-generated-texts-for-675</loc>
    <lastmod>2025-09-12</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
</urlset>
