UP Lab

Selected publications

1. ICLR (Oral, 1.8% AR)

   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},
   }

2. 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},
   }

3. 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},
   }

4. 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},
   }

5. NeurIPS (Spotlight, 2.1% AR)

   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},
   }

6. 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},
   }

7. NeurIPS (Spotlight, 2.1% AR)

   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},
   }

8. 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},
   }

9. ECCV

   PartCraft: Crafting Creative Objects by Parts

   Ng, Kam Woh,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao

   In European Conference on Computer Vision 2024

   Bib PDF Code Website

   @inproceedings{ng2024PartCraft,
     title = {PartCraft: Crafting Creative Objects by Parts},
     author = {Ng, Kam Woh and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},
     year = {2024},
     booktitle = {European Conference on Computer Vision},
   }

10. ECCV

    Bayesian Detector Combination for Object Detection with Crowdsourced Annotations

    Tan, Zhi Qin, Isupova, Olga, Carneiro, Gustavo,  Zhu, Xiatian, and Li, Yunpeng

    In European Conference on Computer Vision 2024

    Bib PDF Poster Website

    @inproceedings{tan2024BDC,
      title = {Bayesian Detector Combination for Object Detection with Crowdsourced Annotations},
      author = {Tan, Zhi Qin and Isupova, Olga and Carneiro, Gustavo and Zhu, Xiatian and Li, Yunpeng},
      year = {2024},
      booktitle = {European Conference on Computer Vision},
    }

11. ICLR

    Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping

    Pan, Zijie, Lu, Jiachen,  Zhu, Xiatian, and Zhang, Li

    In International Conference on Learning Representations 2024

    Bib PDF Poster Website

    @inproceedings{pan2024enhancing,
      title = {Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping},
      author = {Pan, Zijie and Lu, Jiachen and Zhu, Xiatian and Zhang, Li},
      booktitle = {International Conference on Learning Representations},
      year = {2024},
    }

12. CVPR

    Source-Free Domain Adaptation with Frozen Multimodal Foundation Model

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

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2024

    Bib PDF

    @inproceedings{tang2024sourcefree,
      title = {Source-Free Domain Adaptation with Frozen Multimodal Foundation Model},
      author = {Tang, Song and Su, Wenxin and Ye, Mao and Zhu, Xiatian},
      booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      year = {2024},
    }

13. AAAI (oral)

    DiffSED: Sound Event Detection with Denoising Diffusion

    Bhosale, Swapnil, Nag, Sauradip, Kanojia, Diptesh, Deng, Jiankang, and Zhu, Xiatian

    In AAAI Conference on Artificial Intelligence 2024

    Bib PDF

    @inproceedings{bhosale2024diffsed,
      title = {DiffSED: Sound Event Detection with Denoising Diffusion},
      author = {Bhosale, Swapnil and Nag, Sauradip and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},
      booktitle = {AAAI Conference on Artificial Intelligence},
      year = {2024},
    }

14. MIA

    Few-Shot Medical Image Segmentation with High-Fidelity Prototypes

    Tang, Song, Yan, Shaxu, Qi, Xiaozhi, Gao, Jianxin, Ye, Mao, Zhang, Jianwei, and Zhu, Xiatian

    Medical Image Analysis 2024

    Bib PDF Code

    @article{tang2024fewshotmedicalimagesegmentation,
      title = {Few-Shot Medical Image Segmentation with High-Fidelity Prototypes},
      author = {Tang, Song and Yan, Shaxu and Qi, Xiaozhi and Gao, Jianxin and Ye, Mao and Zhang, Jianwei and Zhu, Xiatian},
      year = {2024},
      journal = {Medical Image Analysis},
    }

15. TPAMI

    Compressed-SDR to HDR Video Reconstruction

    Wang, Hu, Ye, Mao,  Zhu, Xiatian, Li, Shuai, Li, Xue, and Zhu, Ce

    IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

    Bib PDF

    @article{wang2024HDR,
      author = {Wang, Hu and Ye, Mao and Zhu, Xiatian and Li, Shuai and Li, Xue and Zhu, Ce},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
      title = {Compressed-SDR to HDR Video Reconstruction},
      year = {2024},
    }