2024 ECCV 24 Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively Haobo Yuan, Xiangtai Li, Chong Zhou, Yining Li, Kai Chen, and Chen Change Loy In ECCV, 2024. Milano, Italy. Bib PDF Website Demo Star Star @inproceedings{yuan2024ovsam, title = {Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively}, author = {Yuan, Haobo and Li, Xiangtai and Zhou, Chong and Li, Yining and Chen, Kai and Loy, Chen Change}, booktitle = {ECCV}, address = {Milano, Italy}, year = {2024}, } CVPR 24 OMG-Seg: Is One Model Good Enough For All Segmentation? Xiangtai Li, Haobo Yuan, Wei Li, Henghui Ding, Size Wu, Wenwei Zhang, Yining Li, Kai Chen, and Chen Change Loy In CVPR, 2024. Seattle, WA, USA. Bib PDF Website Demo Star Star @inproceedings{li2024omg, title = {OMG-Seg: Is One Model Good Enough For All Segmentation?}, author = {Li, Xiangtai and Yuan, Haobo and Li, Wei and Ding, Henghui and Wu, Size and Zhang, Wenwei and Li, Yining and Chen, Kai and Loy, Chen Change}, booktitle = {CVPR}, address = {Seattle, WA, USA}, year = {2024}, } TPAMI Transformer-based Visual Segmentation: A Survey Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, and Chen Change Loy IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. Bib arXiv PDF Star Star @article{li2024transformer, title = {Transformer-based Visual Segmentation: A Survey}, author = {Li, Xiangtai and Ding, Henghui and Yuan, Haobo and Zhang, Wenwei and Pang, Jiangmiao and Cheng, Guangliang and Chen, Kai and Liu, Ziwei and Loy, Chen Change}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, year = {2024}, } TPAMI 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 IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. Bib arXiv HTML PDF Star Star @article{wu2024towards, 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 = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, year = {2024}, } TPAMI 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 IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. Bib arXiv PDF Star Star @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 = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, year = {2024}, } arXiv Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan, Xiangtai Li, Lu Qi, Tao Zhang, Ming-Hsuan Yang, Shuicheng Yan, and Chen Change Loy arXiv preprint, 2024. Bib PDF @article{yuan2024mamba, title = {Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model}, author = {Yuan, Haobo and Li, Xiangtai and Qi, Lu and Zhang, Tao and Yang, Ming-Hsuan and Yan, Shuicheng and Loy, Chen Change}, journal = {arXiv preprint}, year = {2024}, } arXiv OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, and Shuicheng Yan arXiv preprint, 2024. Bib PDF @article{xu2024LLAVADI, title = {OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding}, author = {Zhang, Tao and Li, Xiangtai and Fei, Hao and Yuan, Haobo and Wu, Shengqiong and Ji, Shunping and Loy, Chen Change and Yan, Shuicheng}, journal = {arXiv preprint}, year = {2024}, } arXiv Point Could Mamba: Point Cloud Learning via State Space Model Tao Zhang, Xiangtai Li, Haobo Yuan, Shunping Ji, and Shuicheng Yan arXiv pre-print, 2024. Bib PDF @article{zhang2024point, title = {Point Could Mamba: Point Cloud Learning via State Space Model}, author = {Zhang, Tao and Li, Xiangtai and Yuan, Haobo and Ji, Shunping and Yan, Shuicheng}, journal = {arXiv pre-print}, year = {2024}, } arXiv LLAVADI: What Matters For Multimodal Large Language Models Distillation Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, and Ming-Hsuan Yang arXiv preprint, 2024. Bib PDF @article{xu2024LLAVADJ, title = {LLAVADI: What Matters For Multimodal Large Language Models Distillation}, author = {Xu, Shilin and Li, Xiangtai and Yuan, Haobo and Qi, Lu and Tong, Yunhai and Yang, Ming-Hsuan}, journal = {arXiv preprint}, year = {2024}, } arXiv RAP-SAM:Towards Real-Time All-Purpose Segment Anything Shilin Xu, Haobo Yuan, Qingyu Shi, Lu Qi, Jingbo Wang, Yibo Yang, Yining Li, Kai Chen, Yunhai Tong, Bernard Ghanem, Xiangtai Li, and Ming-Hsuan Yang arXiv preprint, 2024. Bib PDF Website Demo Star Star @article{xu2024rapsam, title = {RAP-SAM:Towards Real-Time All-Purpose Segment Anything}, author = {Xu, Shilin and Yuan, Haobo and Shi, Qingyu and Qi, Lu and Wang, Jingbo and Yang, Yibo and Li, Yining and Chen, Kai and Tong, Yunhai and Ghanem, Bernard and Li, Xiangtai and Yang, Ming-Hsuan}, journal = {arXiv preprint}, year = {2024}, } 2023 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 Star Star @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}, } 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 PDF @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}, } 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 Star Star @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}, } 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 PDF Star Star @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}, } 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 Star Star @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}, } 2022 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 Poster Star Star @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}, } 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 Star Star @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}, } 2021 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}, }