UP Lab

Selected publications

1. ICML

   High Dynamic Range Novel View Synthesis with Single Exposure

   Kaixuan Zhang, Hu Wang, Minxian Li, Mingwu Ren, Mao Ye, and Xiatian Zhu

   In International Conference on Machine Learning 2025

   PDF Code
2. ICML

   CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering

   Zhe Zhang, Mingxiu Cai, Hanxiao Wang, Gaochang Wu, Tianyou Chai, and Xiatian Zhu

   In International Conference on Machine Learning 2025

   PDF Code
3. CVPR (highlight)

   Improving Gaussian Splatting with Localized Points Management

   Haosen Yang, Chenhao Zhang, Wenqing Wang, Marco Volino, Adrian Hilton, Li Zhang, and Xiatian Zhu

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2025

   Bib PDF Code Website

   @inproceedings{yang2025localized,
     title = {Improving Gaussian Splatting with Localized Points Management},
     author = {Yang, Haosen and Zhang, Chenhao and Wang, Wenqing and Volino, Marco and Hilton, Adrian and Zhang, Li and Zhu, Xiatian},
     year = {2025},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
   }

4. CVPR

   TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering

   Chun Gu, Xiaofei Wei, Li Zhang, and Xiatian Zhu

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2025

   Bib PDF Code

   @inproceedings{gu2025tensoflow,
     title = {TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering},
     author = {Gu, Chun and Wei, Xiaofei and Zhang, Li and Zhu, Xiatian},
     year = {2025},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
   }

5. CVPR

   Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data

   Wenxin Su, Song Tang, Xiaofeng Liu, Xiaojing Yi, Mao Ye, Chunxiao Zu, Jiahao Li, and Xiatian Zhu

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2025

   Bib PDF

   @inproceedings{su2025domain,
     title = {Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data},
     author = {Su, Wenxin and Tang, Song and Liu, Xiaofeng and Yi, Xiaojing and Ye, Mao and Zu, Chunxiao and Li, Jiahao and Zhu, Xiatian},
     year = {2025},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
   }

6. CVPR

   FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion

   Haosen Yang, Adrian Bulat, Isma Hadji, Hai X. Pham,  Xiatian Zhu, Georgios Tzimiropoulos, and Brais Martinez

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2025

   Bib PDF

   @inproceedings{yang2025fam,
     title = {FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion},
     author = {Yang, Haosen and Bulat, Adrian and Hadji, Isma and Pham, Hai X. and Zhu, Xiatian and Tzimiropoulos, Georgios and Martinez, Brais},
     year = {2025},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
   }

7. CVPR

   Bayesian Test-Time Adaptation for Vision-Language Models

   Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li,  Xiatian Zhu, Lei Deng, Hongbin Liu, and Zhen Lei

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2025

   Bib PDF

   @inproceedings{zhou2025bayesian,
     title = {Bayesian Test-Time Adaptation for Vision-Language Models},
     author = {Zhou, Lihua and Ye, Mao and Li, Shuaifeng and Li, Nianxin and Zhu, Xiatian and Deng, Lei and Liu, Hongbin and Lei, Zhen},
     year = {2025},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
   }

8. ICLR (Oral, 1.8%)

   Proxy Denoising for Source-Free Domain Adaptation

   Song Tang, Wenxin Su, Mao Ye, Jianwei Zhang, and Xiatian Zhu

   In International Conference on Learning Representations 2025

   Bib PDF

   @inproceedings{tang2025proxy,
     title = {Proxy Denoising for Source-Free Domain Adaptation},
     author = {Tang, Song and Su, Wenxin and Ye, Mao and Zhang, Jianwei and Zhu, Xiatian},
     year = {2025},
     booktitle = {International Conference on Learning Representations},
   }

9. ICLR

   Reflective Gaussian Splatting

   Yuxuan Yao, Zixuan Zeng, Chun Gu,  Xiatian Zhu, and Li Zhang

   In International Conference on Learning Representations 2025

   Bib PDF Poster Website

   @inproceedings{yao2025reflectivegs,
     title = {Reflective Gaussian Splatting},
     author = {Yao, Yuxuan and Zeng, Zixuan and Gu, Chun and Zhu, Xiatian and Zhang, Li},
     year = {2025},
     booktitle = {International Conference on Learning Representations},
   }

10. ICLR

    SEBRA : Debiasing through Self-Guided Bias Ranking

    Adarsh Kappiyath, Abhra Chaudhuri, Ajay Kumar Jaiswal, Ziquan Liu, Yunpeng Li,  Xiatian Zhu, and Lu Yin

    In International Conference on Learning Representations 2025

    Bib PDF

    @inproceedings{Adarsh2025sebra,
      title = {{SEBRA} : Debiasing through Self-Guided Bias Ranking},
      author = {Kappiyath, Adarsh and Chaudhuri, Abhra and Jaiswal, Ajay Kumar and Liu, Ziquan and Li, Yunpeng and Zhu, Xiatian and Yin, Lu},
      booktitle = {International Conference on Learning Representations},
      year = {2025},
    }

11. TPAMI

    DeepInteraction++: Multi-Modality Interaction for Autonomous Driving

    Zeyu Yang, Nan Song, Wei Li,  Xiatian Zhu, Li Zhang, and Philip H. S. Torr

    IEEE Transactions on Pattern Analysis and Machine Intelligence 2025

    Bib PDF Code

    @article{yang2024DIext,
      title = {DeepInteraction++: Multi-Modality Interaction for Autonomous Driving},
      author = {Yang, Zeyu and Song, Nan and Li, Wei and Zhu, Xiatian and Zhang, Li and Torr, Philip H. S.},
      year = {2025},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    }

12. TPAMI

    Unified Domain Adaptive Semantic Segmentation

    Zhe Zhang, Gaochang Wu, Jing Zhang,  Xiatian Zhu, Dacheng Tao, and Tianyou Chai

    IEEE Transactions on Pattern Analysis and Machine Intelligence 2025

    Bib PDF

    @article{zhang2024unifieddomainadaptivesemantic,
      title = {Unified Domain Adaptive Semantic Segmentation},
      author = {Zhang, Zhe and Wu, Gaochang and Zhang, Jing and Zhu, Xiatian and Tao, Dacheng and Chai, Tianyou},
      year = {2025},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    }

13. IJCV

    Preconditioned Score-based Generative Models

    Hengyuan Ma, Li Zhang,  Xiatian Zhu, and Jianfeng Feng

    International Journal of Computer Vision 2025

    Bib PDF Code

    @article{zhang2025preconditioned,
      author = {Ma, Hengyuan and Zhang, Li and Zhu, Xiatian and Feng, Jianfeng},
      journal = {International Journal of Computer Vision},
      title = {Preconditioned Score-based Generative Models},
      year = {2025},
    }