UP Lab

Selected publications

1. CVPR

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

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

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

   Bib PDF

   @inproceedings{yang2025famdiffusionfrequencyattention,
     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},
   }

2. CVPR

   Gaussian Splatting with Localized Points Management

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

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

   Bib PDF Code Website

   @inproceedings{yang2025localized,
     title = {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},
   }

3. CVPR

   Bayesian Test-Time Adaptation for Vision-Language Models

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

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

   Bib PDF

   @inproceedings{zhou2025bayesiantesttimeadaptationvisionlanguage,
     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},
   }

4. ICLR (Oral, 1.8%)

   Proxy Denoising for Source-Free Domain Adaptation

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

   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},
   }

5. ICLR

   Reflective Gaussian Splatting

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

   In International Conference on Learning Representations 2025

   Bib PDF 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},
   }

6. ICLR

   SEBRA : Debiasing through Self-Guided Bias Ranking

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

   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},
   }

7. AAAI

   Unsupervised Audio-Visual Segmentation with Modality Alignment

   Bhosale, Swapnil, Yang, Haosen, Kanojia, Diptesh, Deng, Jiangkang, and Zhu, Xiatian

   In AAAI Conference on Artificial Intelligence 2025

   Bib PDF

   @inproceedings{bhosale2025avs,
     title = {Unsupervised Audio-Visual Segmentation with Modality Alignment},
     author = {Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiangkang and Zhu, Xiatian},
     year = {2025},
     booktitle = {AAAI Conference on Artificial Intelligence},
   }

8. AAAI

   OmniCount: Multi-label Object Counting with Semantic-Geometric Priors

   Mondal, Anindya, Nag, Sauradip,  Zhu, Xiatian, and Dutta, Anjan

   In AAAI Conference on Artificial Intelligence 2025

   Bib PDF Code Poster Website

   @inproceedings{mondal2025omnicount,
     title = {OmniCount: Multi-label Object Counting with Semantic-Geometric Priors},
     author = {Mondal, Anindya and Nag, Sauradip and Zhu, Xiatian and Dutta, Anjan},
     year = {2025},
     booktitle = {AAAI Conference on Artificial Intelligence},
   }

9. AAAI

   Self-Prompting Analogical Reasoning for UAV Object Detection

   Li, Nianxin, Ye, Mao, Zhou, Lihua, Tang, Song, Gan, Yan, Liang, Zizhuo, and Zhu, Xiatian

   In AAAI Conference on Artificial Intelligence 2025

   Bib PDF

   @inproceedings{anonymous2024selfprompting,
     title = {Self-Prompting Analogical Reasoning for {UAV} Object Detection},
     author = {Li, Nianxin and Ye, Mao and Zhou, Lihua and Tang, Song and Gan, Yan and Liang, Zizhuo and Zhu, Xiatian},
     year = {2025},
     booktitle = {AAAI Conference on Artificial Intelligence},
   }

10. IJCV

    Preconditioned Score-based Generative Models

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

    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},
    }

11. NeurIPS

    AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis

    Bhosale, Swapnil, Yang, Haosen, Kanojia, Diptesh, Deng, Jiankang, and Zhu, Xiatian

    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024

    Bib PDF Website

    @inproceedings{AV_GS2024,
      title = {AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis},
      author = {Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
      year = {2024},
      booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
    }

12. NeurIPS (Spotlight, 2.1%)

    Tetrahedron Splatting for 3D Generation

    Gu, Chun, Yang, Zeyu, Pan, Zijie,  Zhu, Xiatian, and Zhang, Li

    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024

    Bib PDF Code

    @inproceedings{gu2024tetrahedron,
      title = {Tetrahedron Splatting for 3D Generation},
      author = {Gu, Chun and Yang, Zeyu and Pan, Zijie and Zhu, Xiatian and Zhang, Li},
      year = {2024},
      booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
    }

13. NeurIPS

    Recognize Any Regions

    Yang, Haosen, Ma, Chuofan, Wen, Bin, Jiang, Yi, Yuan, Zehuan, and Zhu, Xiatian

    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024

    Bib PDF Code

    @inproceedings{yang2024recognize,
      title = {Recognize Any Regions},
      booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
      author = {Yang, Haosen and Ma, Chuofan and Wen, Bin and Jiang, Yi and Yuan, Zehuan and Zhu, Xiatian},
      year = {2024},
    }

14. NeurIPS (Spotlight, 2.1%)

    Motion Forecasting in Continuous Driving

    Song, Nan, Zhang, Bozhou,  Zhu, Xiatian, and Zhang, Li

    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024

    Bib PDF Code

    @inproceedings{song2024motion,
      title = {Motion Forecasting in Continuous Driving},
      author = {Song, Nan and Zhang, Bozhou and Zhu, Xiatian and Zhang, Li},
      booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
      year = {2024},
    }

15. NeurIPS

    Cloud Object Detector Adaptation by Integrating Different Source Knowledge

    Li, Shuaifeng, Ye, Mao, Zhou, Lihua, Li, Nianxin, Xiao, Siying, Tang, Song, and Zhu, Xiatian

    In The Thirty-eighth Annual Conference on Neural Information Processing Systems 2024

    Bib PDF Code

    @inproceedings{li2024cloud,
      title = {Cloud Object Detector Adaptation by Integrating Different Source Knowledge},
      author = {Li, Shuaifeng and Ye, Mao and Zhou, Lihua and Li, Nianxin and Xiao, Siying and Tang, Song and Zhu, Xiatian},
      booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
      year = {2024},
    }