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@@ -174,6 +174,7 @@ <h2>Preprint</h2>
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<div class="trend-entry d-flex">
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<div class="trend-contents">
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<ul>
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<li>TrustGen Team.
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<br> <b style="color:rgb(71, 71, 71)">"On the Trustworthiness of Generative Foundation Models – Guideline, Assessment, and Perspective"</b>
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<br>Arxiv 2025. <a href="https://arxiv.org/abs/2502.14296">[Paper]</a> <a href="https://trustgen.github.io/">[Project]</a></li>
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<br> <b style="color:rgb(71, 71, 71)">"AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.15206">[Paper]</a> <a href="https://taco-group.github.io/AutoTrust/">[Project]</a></li>
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<li>X. Xing, C. Qian, Y. Wang, H. Hua, K. Tian, Y. Zhou, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.15208">[Paper]</a> <a href="https://github.com/taco-group/OpenEMMA">[Code]</a></li>
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<li>L. Li, J. Li, ..., Z. Tu, ..., Y. Zhao, Y. Dong
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<br> <b style="color:rgb(71, 71, 71)">"Political-llm: Large language models in political science"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.06864">[Paper]</a> <a href="http://political-llm.org/">[Project]</a></li>
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<li>Z. Wang, J. Guo, J. Zhu, Y. Li, H. Huang, M. Chen, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.04852">[Paper]</a> <a href="https://github.com/taco-group/SleeperMark">[Code]</a></li>
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<!-- <li>Z. Wang, J. Guo, J. Zhu, Y. Li, H. Huang, M. Chen, Z. Tu-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.04852">[Paper]</a> <a href="https://github.com/taco-group/SleeperMark">[Code]</a></li>-->
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<li>Q. Zheng, Y. Fan, L. Huang, T. Zhu, J. Liu, Z. Hao, X. Shuo, C.J. Chen, X. Min, A. Bovik, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"Video Quality Assessment: A Comprehensive Survey"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2412.04508">[Paper]</a> <a href="https://github.com/taco-group/Video-Quality-Assessment-A-Comprehensive-Survey">[Code]</a></li>
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<li>H. Wang, Y. Zhang, R. Bai, Y. Zhao, S. Liu, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.16832">[Paper]</a> <a href="https://github.com/taco-group/FaceLock">[Code]</a></li>
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<!-- <li>H. Wang, Y. Zhang, R. Bai, Y. Zhao, S. Liu, Z. Tu-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.16832">[Paper]</a> <a href="https://github.com/taco-group/FaceLock">[Code]</a></li>-->
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<li>S. Li, H. Gong, H. Dong, T. Yang, Z. Tu, Y. Zhao
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<br> <b style="color:rgb(71, 71, 71)">"DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.08227">[Paper]</a> <a href="https://github.com/lili0415/DPU-OOD-Detection">[Code]</a></li>
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<!-- <li>S. Li, H. Gong, H. Dong, T. Yang, Z. Tu, Y. Zhao-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2411.08227">[Paper]</a> <a href="https://github.com/lili0415/DPU-OOD-Detection">[Code]</a></li>-->
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<li>R. Li, P. Pan, B. Yang, D. Xu, S. Zhou, X. Zhang, Z. Li, A. Kadambi, Z. Wang, Z. Tu, Z. Fan
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<br> <b style="color:rgb(71, 71, 71)">"4K4DGen: Panoramic 4D Generation at 4K Resolution"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2406.13527">[Paper]</a> <a href="https://4k4dgen.github.io/">[Project]</a></li>
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<!-- <li>R. Li, P. Pan, B. Yang, D. Xu, S. Zhou, X. Zhang, Z. Li, A. Kadambi, Z. Wang, Z. Tu, Z. Fan-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"4K4DGen: Panoramic 4D Generation at 4K Resolution"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2406.13527">[Paper]</a> <a href="https://4k4dgen.github.io/">[Project]</a></li>-->
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<li>T. Zhu, Q. Liu, F. Wang, Z. Tu, and M. Chen
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<br> <b style="color:rgb(71, 71, 71)">"Unraveling Cross-Modality Knowledge Conflict in Large Vision-Language Models"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2410.03659">[Paper]</a> <a href="https://github.com/luka-group/vlm-knowledge-conflict">[Code]</a></li>
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<li>J. Li, X. Liu, B. Li, R. Xu, J. Li, H. Yu, and Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"CoMamba: Real-time Cooperative Perception Unlocked with State Space Models"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2409.10699">[Paper]</a> <a href="https://github.com/taco-group/CoMamba">[Code]</a></li>
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<!-- <li>J. Li, X. Liu, B. Li, R. Xu, J. Li, H. Yu, and Z. Tu-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"CoMamba: Real-time Cooperative Perception Unlocked with State Space Models"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2409.10699">[Paper]</a> <a href="https://github.com/taco-group/CoMamba">[Code]</a></li>-->
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<!-- <li>K. Mei, Z. Tu, M. Delbracio, H. Talebi, V.M. Patel, P. Milanfar-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"Bigger is not Always Better: Scaling Properties of Latent Diffusion Models"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2404.01367">[Paper]</a> </li>-->
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<li>B Li, J Li, X Liu, R Xu, Z Tu, J Guo, X Li, H Yu
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<br> <b style="color:rgb(71, 71, 71)">"V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions"</b>
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<br>Arxiv 2024. <a href="https://arxiv.org/abs/2403.11371">[Paper]</a> </li>
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<!-- <li>B Li, J Li, X Liu, R Xu, Z Tu, J Guo, X Li, H Yu-->
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<!-- <br> <b style="color:rgb(71, 71, 71)">"V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions"</b>-->
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<!-- <br>Arxiv 2024. <a href="https://arxiv.org/abs/2403.11371">[Paper]</a> </li>-->
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</ul>
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</div>
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</div>
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<a href="https://github.com/taco-group/STAMP">[Code]</a>
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</li>
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<li>X. Xing, C. Qian, Y. Wang, H. Hua, K. Tian, Y. Zhou, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving"</b>
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<br>Winter Conference on Applications of Computer Vision (WACV) Workshop, 2024. <a href="https://arxiv.org/abs/2412.15208">[Paper]</a> <a href="https://github.com/taco-group/OpenEMMA">[Code]</a>
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</li>
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<li>C.-J. Chen, R. Xu, W. Shao, J. Zhang, Z. Tu
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<br> <b style="color:rgb(71, 71, 71)">"OpenCDA-&infin;: A Closed-loop Benchmarking Platform for End-to-end Evaluation of Cooperative Perception"</b>
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<br>NeurIPS Dataset and Benchmark Track (NeurIPS), 2024.
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<a href="https://openaccess.thecvf.com/content/CVPR2024/html/Li_Light_the_Night_A_Multi-Condition_Diffusion_Framework_for_Unpaired_Low-Light_CVPR_2024_paper.html">[Paper]</a> <a href="https://github.com/jinlong17/LightDiff">[Code]</a>
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<li>C. He, Q. Zheng, R. Zhu, X. Zeng, Y. Fan, Z. Tu,
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<br> <b style="color:rgb(71, 71, 71)">"COVER: A comprehensive video quality evaluator"</b>
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<br>IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Workshops, 2024.
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<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
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<a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/He_COVER_A_Comprehensive_Video_Quality_Evaluator_CVPRW_2024_paper.html">[Paper]</a> <a href="https://github.com/vztu/COVER">[Code]</a>
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<br><b><font color="red">🏆 1st place solution for <a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/Conde_AIS_2024_Challenge_on_Video_Quality_Assessment_of_User-Generated_Content_CVPRW_2024_paper.html">AIS 2024 UGC Video Quality Assessment Challenge</a></font></b>
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<br><b><font color="red">3rd place solution for <a href="https://arxiv.org/abs/2408.11982">AIM 2024 Challenge on Compressed Video Quality Assessment</a></font></b>
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<a href="https://arxiv.org/abs/2201.02973">[Paper]</a> <a href="https://github.com/google-research/maxim">[Code]</a>
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<br><b><font color="red">Best paper nomination award (0.4% of 8161 submissions)</font></b>
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</li>
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<li>X. Yu, Z. Tu, Z. Ying, A.C. Bovik, N. Birkbeck, Y. Wang, B. Adsumilli
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<br> <b style="color:rgb(71, 71, 71)">"Subjective quality assessment of user-generated content gaming videos"</b>
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<br>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022.
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<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
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<a href="https://openaccess.thecvf.com/content/WACV2022W/VAQ/html/Yu_Subjective_Quality_Assessment_of_User-Generated_Content_Gaming_Videos_WACVW_2022_paper.html">[Paper]</a> <a href="https://live.ece.utexas.edu/research/LIVE-YT-Gaming/index.html">[Dataset]</a>
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<br> <b style="color:rgb(71, 71, 71)">"COVER: A comprehensive video quality evaluator"</b>
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<br>IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Workshops, 2024.
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<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
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<a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/He_COVER_A_Comprehensive_Video_Quality_Evaluator_CVPRW_2024_paper.html">[Paper]</a> <a href="https://github.com/vztu/COVER">[Code]</a>
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<br><b><font color="red">🏆 1st place solution for <a href="https://openaccess.thecvf.com/content/CVPR2024W/AI4Streaming/html/Conde_AIS_2024_Challenge_on_Video_Quality_Assessment_of_User-Generated_Content_CVPRW_2024_paper.html">AIS 2024 UGC Video Quality Assessment Challenge</a></font></b>
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<br><b><font color="red">3rd place solution for <a href="https://arxiv.org/abs/2408.11982">AIM 2024 Challenge on Compressed Video Quality Assessment</a></font></b>
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<br> <b style="color:rgb(71, 71, 71)">"Subjective quality assessment of user-generated content gaming videos"</b>
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<br>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022.
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<!-- <a href="https://mobility-lab.seas.ucla.edu/v2v4real/">[Project]</a>-->
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<a href="https://openaccess.thecvf.com/content/WACV2022W/VAQ/html/Yu_Subjective_Quality_Assessment_of_User-Generated_Content_Gaming_Videos_WACVW_2022_paper.html">[Paper]</a> <a href="https://live.ece.utexas.edu/research/LIVE-YT-Gaming/index.html">[Dataset]</a>
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