Haobo Yuan

Publications

1. ICCV 23

   Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation

   Xiangtai Li, Haobo Yuan, Wenwei Zhang, Guangliang Cheng, Jiangmiao Pang, and Chen Change Loy

   In ICCV, 2023. Paris, France.

   Bib PDF Code

   @inproceedings{li2023tube,
     title = {Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation},
     author = {Li, Xiangtai and Yuan, Haobo and Zhang, Wenwei and Cheng, Guangliang and Pang, Jiangmiao and Loy, Chen Change},
     booktitle = {ICCV},
     address = {Paris, France},
     year = {2023},
   }

2. TIP

   Monocular Road Planar Parallax Estimation

   Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, and Qian Zhang

   IEEE Transactions on Image Processing, 2023.

   Bib arXiv HTML

   @article{yuan2023monocular,
     title = {Monocular Road Planar Parallax Estimation},
     author = {Yuan, Haobo and Chen, Teng and Sui, Wei and Xie, Jiafeng and Zhang, Lefei and Li, Yuan and Zhang, Qian},
     journal = {IEEE Transactions on Image Processing},
     volume = {32},
     pages = {3690-3701},
     year = {2023},
   }

3. ICLR 23

   Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning

   Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip Torr, and Dacheng Tao

   In ICLR, 2023. Kigali, Rwanda. Spotlight.

   Bib arXiv HTML PDF Code

   @inproceedings{yang2023neural,
     title = {Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning},
     author = {Yang, Yibo and Yuan, Haobo and Li, Xiangtai and Lin, Zhouchen and Torr, Philip and Tao, Dacheng},
     booktitle = {ICLR},
     year = {2023},
     address = {Kigali, Rwanda},
   }

4. ECCV 22

   PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation

   Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, and Dacheng Tao

   In ECCV, 2022. Tel Aviv, Israel.

   Winner method of the ICCV-2021 SemKITTI-DVPS Challenge.

   Bib arXiv PDF Supp Code Poster

   @inproceedings{yuan2022polyphonicformer,
     title = {PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation},
     author = {Yuan, Haobo and Li, Xiangtai and Yang, Yibo and Cheng, Guangliang and Zhang, Jing and Tong, Yunhai and Zhang, Lefei and Tao, Dacheng},
     booktitle = {ECCV},
     year = {2022},
     address = {Tel Aviv, Israel},
   }

5. TCSVT

   Multi-Task Learning with Multi-query Transformer for Dense Prediction

   Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, and Lefei Zhang

   IEEE Transactions on Circuits and Systems for Video Technology, 2023.

   Bib arXiv HTML Code

   @article{xu2023multi,
     title = {Multi-Task Learning with Multi-query Transformer for Dense Prediction},
     author = {Xu, Yangyang and Li, Xiangtai and Yuan, Haobo and Yang, Yibo and Zhang, Lefei},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     year = {2023},
   }

6. NeurIPS 22

   Towards Theoretically Inspired Neural Initialization Optimization

   Yibo Yang, Hong Wang, Haobo Yuan, and Zhouchen Lin

   In NeurIPS, 2022. New Orleans, LA, USA.

   Bib arXiv PDF Code

   @inproceedings{yang2022towards,
     title = {Towards Theoretically Inspired Neural Initialization Optimization},
     author = {Yang, Yibo and Wang, Hong and Yuan, Haobo and Lin, Zhouchen},
     booktitle = {NeurIPS},
     year = {2022},
     address = {New Orleans, LA, USA},
   }

7. TPDS

   BOSSA: a decentralized system for proofs of data retrievability and replication

   Dian Chen, Haobo Yuan, Shengshan Hu, Qian Wang, and Cong Wang

   IEEE Transactions on Parallel and Distributed Systems, 2021.

   Bib HTML PDF

   @article{chen2020bossa,
     title = {BOSSA: a decentralized system for proofs of data retrievability and replication},
     author = {Chen, Dian and Yuan, Haobo and Hu, Shengshan and Wang, Qian and Wang, Cong},
     journal = {IEEE Transactions on Parallel and Distributed Systems},
     volume = {32},
     number = {4},
     pages = {786--798},
     year = {2021},
     publisher = {IEEE},
   }

8. arXiv

   Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants

   Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip Torr, Dacheng Tao, and Bernard Ghanem

   arXiv pre-print, 2023.

   Bib PDF Code

   @article{yang2023nct,
     author = {Yang, Yibo and Yuan, Haobo and Li, Xiangtai and Wu, Jianlong and Zhang, Lefei and Lin, Zhouchen and Torr, Philip and Tao, Dacheng and Ghanem, Bernard},
     title = {Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants},
     journal = {arXiv pre-print},
     year = {2023},
   }

9. arXiv

   Towards Open Vocabulary Learning: A Survey

   Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, and Dacheng Tao

   arXiv pre-print, 2023.

   Bib PDF Code

   @article{xu2023towards,
     title = {Towards Open Vocabulary Learning: A Survey},
     author = {Wu, Jianzong and Li, Xiangtai and Xu, Shilin and Yuan, Haobo and Ding, Henghui and Yang, Yibo and Li, Xia and Zhang, Jiangning and Tong, Yunhai and Jiang, Xudong and Ghanem, Bernard and Tao, Dacheng},
     journal = {arXiv pre-print},
     year = {2023},
   }

10. arXiv

    Transformer-based Visual Segmentation: A Survey

    Xiangtai Li, Henghui Ding, Wenwei Zhang, Haobo Yuan, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, and Chen Change Loy

    arXiv pre-print, 2023.

    Bib PDF Code

    @article{li2023transformer,
      title = {Transformer-based Visual Segmentation: A Survey},
      author = {Li, Xiangtai and Ding, Henghui and Zhang, Wenwei and Yuan, Haobo and Pang, Jiangmiao and Cheng, Guangliang and Chen, Kai and Liu, Ziwei and Loy, Chen Change},
      journal = {arXiv pre-print},
      year = {2023},
    }

11. arXiv

    PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation

    Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, and Dacheng Tao

    arXiv pre-print, 2023.

    Bib PDF

    @article{li2023panopticpartformer++,
      title = {PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation},
      author = {Li, Xiangtai and Xu, Shilin and Yang, Yibo and Yuan, Haobo and Cheng, Guangliang and Tong, Yunhai and Lin, Zhouchen and Yang, Ming-Hsuan and Tao, Dacheng},
      journal = {arXiv pre-print},
      year = {2023},
    }