Publications

2023

1. AAAI

   PolarFormer: Multi-camera 3D Object Detection with Polar Transformers

   Jiang, Yanqin, Zhang, Li, Miao, Zhenwei,  Zhu, Xiatian, Gao, Jin, Hu, Weiming, and Jiang, Yu-Gang

   In AAAI Conference on Artificial Intelligence 2023

   Bib PDF

   @inproceedings{jiang2022polarformer,
     title = {PolarFormer: Multi-camera 3D Object Detection with Polar Transformers},
     author = {Jiang, Yanqin and Zhang, Li and Miao, Zhenwei and Zhu, Xiatian and Gao, Jin and Hu, Weiming and Jiang, Yu-Gang},
     booktitle = {AAAI Conference on Artificial Intelligence},
     year = {2023},
   }

2022

1. NeurIPS

   MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification

   Wang, Zhenbin, Ye, Mao,  Zhu, Xiatian, Peng, Liuhan, Tian, Liang, and Zhu, Yingying

   In Annual Conference on Neural Information Processing Systems 2022

   Bib PDF

   @inproceedings{wang2022meta,
     author = {Wang, Zhenbin and Ye, Mao and Zhu, Xiatian and Peng, Liuhan and Tian, Liang and Zhu, Yingying},
     booktitle = {Annual Conference on Neural Information Processing Systems},
     title = {MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification},
     year = {2022}
   }

2. NeurIPS

   ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning

   Pan, Junting, Lin, Ziyi,  Zhu, Xiatian, Shao, Jing, and Li, Hongsheng

   In Annual Conference on Neural Information Processing Systems 2022

   Bib PDF Poster

   @inproceedings{pan2022parameter,
     author = {Pan, Junting and Lin, Ziyi and Zhu, Xiatian and Shao, Jing and Li, Hongsheng},
     booktitle = {Annual Conference on Neural Information Processing Systems},
     title = {ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning},
     year = {2022}
   }

3. NeurIPS

   DeepInteraction: 3D Object Detection via Modality Interaction

   Yang, Zeyu, Chen, Jiaqi, Miao, Zhenwei, Li, Wei,  Zhu, Xiatian, and Zhang, Li

   In Annual Conference on Neural Information Processing Systems 2022

   Bib PDF

   @inproceedings{yang2022deepinteraction,
     title = {DeepInteraction: 3D Object Detection via Modality Interaction},
     author = {Yang, Zeyu and Chen, Jiaqi and Miao, Zhenwei and Li, Wei and Zhu, Xiatian and Zhang, Li},
     booktitle = {Annual Conference on Neural Information Processing Systems},
     year = {2022}
   }

4. PR

   Neural Operator Search

   Li, Wei, Gong, Shaogang, and Zhu, Xiatian

   Pattern Recognition 2022

   Bib PDF

   @article{li2022neural,
     author = {Li, Wei and Gong, Shaogang and Zhu, Xiatian},
     title = {Neural Operator Search},
     journal = {Pattern Recognition},
     year = {2022}
   }

5. Preprint

   Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders

   Yang, Haosen, Huang, Deng, Wen, Bin, Wu, Jiannan, Yao, Hongxun, Jiang, Yi,  Zhu, Xiatian, and Yuan, Zehuan

   arXiv 2022

   Bib PDF

   @article{yang2022motionmae,
     author = {Yang, Haosen and Huang, Deng and Wen, Bin and Wu, Jiannan and Yao, Hongxun and Jiang, Yi and Zhu, Xiatian and Yuan, Zehuan},
     journal = {arXiv},
     year = {2022}
   }

6. Preprint

   Post-Processing Temporal Action Detection

   Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao

   arXiv 2022

   Bib PDF

   @article{nag2022post,
     author = {Nag, Sauradip and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},
     title = {Post-Processing Temporal Action Detection},
     journal = {arXiv},
     year = {2022},
   }

7. Preprint

   Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation

   Nag, Sauradip, Xu, Mengmeng,  Zhu, Xiatian, Perez-Rua, Juan-Manuel, Ghanem, Bernard, Song, Yi-Zhe, and Xiang, Tao

   arXiv 2022

   Bib PDF

   @article{nag2022posu,
     author = {Nag, Sauradip and Xu, Mengmeng and Zhu, Xiatian and Perez-Rua, Juan-Manuel and Ghanem, Bernard and Song, Yi-Zhe and Xiang, Tao},
     title = {Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation},
     journal = {arXiv},
     year = {2022},
   }

8. Preprint

   Accelerating Score-based Generative Models for High-Resolution Image Synthesis

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

   In arXiv 2022

   Bib PDF Code

   @inproceedings{ma2022pds,
     title = {Accelerating Score-based Generative Models for High-Resolution Image Synthesis},
     author = {Ma, Hengyuan and Zhang, Li and Zhu, Xiatian and Zhang, Jingfeng and Feng, Jianfeng},
     booktitle = {arXiv},
     year = {2022},
   }

9. TPAMI

   Semi-Supervised and Unsupervised Deep Visual Learning: A Survey

   Chen, Yanbei, Mancini, Massimiliano,  Zhu, Xiatian, and Akata, Zeynep

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

   Bib PDF

   @article{chen2021survey,
     author = {Chen, Yanbei and Mancini, Massimiliano and Zhu, Xiatian and Akata, Zeynep},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     publisher = {IEEE},
     title = {Semi-Supervised and Unsupervised Deep Visual Learning: A Survey},
     year = {2022},
   }

10. ECCV

    EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers

    Pan, Junting, Bulat, Adrian, Tan, Fuwen,  Zhu, Xiatian, Dudziak, Lukasz, Li, Hongsheng, Tzimiropoulos, Georgios, and Martinez, Brais

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{pan2022edgevits,
      author = {Pan, Junting and Bulat, Adrian and Tan, Fuwen and Zhu, Xiatian and Dudziak, Lukasz and Li, Hongsheng and Tzimiropoulos, Georgios and Martinez, Brais},
      booktitle = {European Conference on Computer Vision},
      title = {EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers},
      year = {2022}
    }

11. ECCV

    Learning Ego 3D Representation as Ray Tracing

    Lu, Jiachen, Zhou, Zheyuan,  Zhu, Xiatian, Xu, Hang, and Zhang, Li

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster Website

    @inproceedings{lu2022ego3rt,
      author = {Lu, Jiachen and Zhou, Zheyuan and Zhu, Xiatian and Xu, Hang and Zhang, Li},
      booktitle = {European Conference on Computer Vision},
      title = {Learning Ego 3D Representation as Ray Tracing},
      year = {2022}
    }

12. ECCV

    Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling

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

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{ma2022pdt,
      title = {Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling},
      author = {Ma, Hengyuan and Zhang, Li and Zhu, Xiatian and Feng, Jianfeng},
      booktitle = {European Conference on Computer Vision},
      year = {2022},
    }

13. ECCV

    Temporal Action Detection with Global Segmentation Mask Learning

    Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{nag2022temporal_GSM,
      author = {Nag, Sauradip and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},
      title = {Temporal Action Detection with Global Segmentation Mask Learning},
      booktitle = {European Conference on Computer Vision },
      year = {2022},
    }

14. ECCV

    Semi-Supervised Temporal Action Detection with Proposal-Free Masking

    Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{nag2022temporal,
      author = {Nag, Sauradip and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},
      title = {Semi-Supervised Temporal Action Detection with Proposal-Free Masking},
      booktitle = {European Conference on Computer Vision },
      year = {2022},
    }

15. ECCV

    Zero-Shot Temporal Action Detection via Vision-Language Prompting

    Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{nag2022zeroshot,
      author = {Nag, Sauradip and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},
      title = {Zero-Shot Temporal Action Detection via Vision-Language Prompting},
      booktitle = {European Conference on Computer Vision },
      year = {2022},
    }

16. ECCV

    FashionViL: Fashion-Focused Vision-and-Language Representation Learning

    Han, Xiao, Yu, Licheng,  Zhu, Xiatian, Zhang, Li, Song, Yi-Zhe, and Xiang, Tao

    In European Conference on Computer Vision 2022

    Bib PDF Code Poster

    @inproceedings{han2022fashionvil,
      author = {Han, Xiao and Yu, Licheng and Zhu, Xiatian and Zhang, Li and Song, Yi-Zhe and Xiang, Tao},
      title = {FashionViL: Fashion-Focused Vision-and-Language Representation Learning},
      booktitle = {European Conference on Computer Vision },
      year = {2022},
    }

17. ECCV

    SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition

    Escorcia, Victor, Guerrero, Ricardo,  Zhu, Xiatian, and Martinez, Brais

    In European Conference on Computer Vision 2022

    Bib PDF

    @inproceedings{escorcia2022sos,
      author = {Escorcia, Victor and Guerrero, Ricardo and Zhu, Xiatian and Martinez, Brais},
      booktitle = {European Conference on Computer Vision},
      title = {SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition},
      year = {2022},
    }

18. ICPR

    Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding

    Shi, Xian, Xu, Xun, Zhang, Wanyue,  Zhu, Xiatian, Foo, Chuan Sheng, and Jia, Kui

    In International Conference on Pattern Recognition 2022

    Bib PDF

    @inproceedings{shi2022open,
      title = {Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding},
      author = {Shi, Xian and Xu, Xun and Zhang, Wanyue and Zhu, Xiatian and Foo, Chuan Sheng and Jia, Kui},
      booktitle = {International Conference on Pattern Recognition},
      year = {2022}
    }

19. ACM MM

    Structure-Preserving Motion Estimation for Learned Video Compression

    Gao, Han, Cui, Jinzhong, Ye, Mao, Li, Shuai, Zhao, Yu, and Zhu, Xiatian

    In ACM Multimedia 2022

    Bib PDF Poster

    @inproceedings{gao22structured,
      title = {Structure-Preserving Motion Estimation for Learned Video
      Compression},
      author = {Gao, Han and Cui, Jinzhong and Ye, Mao and Li, Shuai and Zhao, Yu and Zhu, Xiatian},
      booktitle = {ACM Multimedia},
      year = {2022}
    }

20. ACM MM

    Class Discriminative Adversarial Learning for Unsupervised Domain Adaptation

    Zhou, Lihua, Ye, Mao,  Zhu, Xiatian, Li, Shuaifeng, and Liu, Yiguang

    In ACM Multimedia 2022

    Bib PDF Code Poster

    @inproceedings{zhou22uda,
      title = {Class Discriminative Adversarial Learning for Unsupervised Domain Adaptation},
      author = {Zhou, Lihua and Ye, Mao and Zhu, Xiatian and Li, Shuaifeng and Liu, Yiguang},
      booktitle = {ACM Multimedia},
      year = {2022},
    }

21. Preprint

    Multimodal Learning with Transformers: A Survey

    Xu, Peng,  Zhu, Xiatian, and Clifton, David A

    arXiv preprint arXiv:2206.06488 2022

    Bib PDF

    @article{xu2022multimodal,
      author = {Xu, Peng and Zhu, Xiatian and Clifton, David A},
      journal = {arXiv preprint arXiv:2206.06488},
      title = {Multimodal Learning with Transformers: A Survey},
      year = {2022},
    }

22. Preprint

    Knowledge Distillation Meets Open-Set Semi-Supervised Learning

    Yang, Jing,  Zhu, Xiatian, Bulat, Adrian, Martinez, Brais, and Tzimiropoulos, Georgios

    arXiv preprint arXiv:2205.06701 2022

    Bib PDF Code

    @article{yang2022knowledge,
      author = {Yang, Jing and Zhu, Xiatian and Bulat, Adrian and Martinez, Brais and Tzimiropoulos, Georgios},
      journal = {arXiv preprint arXiv:2205.06701},
      title = {Knowledge Distillation Meets Open-Set Semi-Supervised Learning},
      year = {2022},
    }

23. PR

    Few-shot Website Fingerprinting attack with Meta-Bias Learning

    Chen, Mantun, Wang, Yongjun, and Zhu, Xiatian

    Pattern Recognition 2022

    Bib PDF

    @article{chen2022few,
      author = {Chen, Mantun and Wang, Yongjun and Zhu, Xiatian},
      journal = {Pattern Recognition},
      pages = {108739},
      publisher = {Pergamon},
      title = {Few-shot Website Fingerprinting attack with Meta-Bias Learning},
      volume = {130},
      year = {2022}
    }

24. PR

    Unsupervised cross-domain person re-identification by instance and distribution alignment

    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang

    Pattern Recognition 2022

    Bib PDF

    @article{lan2022unsupervised,
      author = {Lan, Xu and Zhu, Xiatian and Gong, Shaogang},
      journal = {Pattern Recognition},
      pages = {108514},
      publisher = {Pergamon},
      title = {Unsupervised cross-domain person re-identification by instance and distribution alignment},
      volume = {124},
      year = {2022}
    }

25. IJCAI

    KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction

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

    In International Joint Conference on Artificial Intelligence 2022

    Bib PDF

    @inproceedings{wang2022kunet,
      author = {Wang, Hu and Ye, Mao and Zhu, Xiatian and Li, Shuai and Zhu, Ce and Li, Xue},
      booktitle = {International Joint Conference on Artificial Intelligence},
      title = {KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction},
      year = {2022}
    }

26. Preprint

    Unsupervised Long-Term Person Re-Identification with Clothes Change

    Li, Mingkun, Xu, Peng,  Zhu, Xiatian, and Guo, Jun

    arXiv preprint arXiv:2202.03087 2022

    Bib PDF

    @article{li2022unsupervised,
      author = {Li, Mingkun and Xu, Peng and Zhu, Xiatian and Guo, Jun},
      journal = {arXiv preprint arXiv:2202.03087},
      title = {Unsupervised Long-Term Person Re-Identification with Clothes Change},
      year = {2022}
    }

27. CVPR

    Source-Free Object Detection by Learning To Overlook Domain Style

    Li, Shuaifeng, Ye, Mao,  Zhu, Xiatian, Zhou, Lihua, and Xiong, Lin

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Jun 2022

    Bib PDF

    @inproceedings{Li_2022_CVPR,
      author = {Li, Shuaifeng and Ye, Mao and Zhu, Xiatian and Zhou, Lihua and Xiong, Lin},
      title = {Source-Free Object Detection by Learning To Overlook Domain Style},
      booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
      month = jun,
      year = {2022},
      pages = {8014-8023}
    }

28. PR

    Low-resolution human pose estimation

    Wang, Chen, Zhang, Feng,  Zhu, Xiatian, and Ge, Shuzhi Sam

    Pattern Recognition Jun 2022

    Bib PDF

    @article{wang2022low,
      author = {Wang, Chen and Zhang, Feng and Zhu, Xiatian and Ge, Shuzhi Sam},
      journal = {Pattern Recognition},
      pages = {108579},
      publisher = {Pergamon},
      title = {Low-resolution human pose estimation},
      volume = {126},
      year = {2022}
    }

29. PR

    Learning hybrid ranking representation for person re-identification

    Wu, Guile,  Zhu, Xiatian, and Gong, Shaogang

    Pattern Recognition Jun 2022

    Bib PDF

    @article{wu2022learning,
      author = {Wu, Guile and Zhu, Xiatian and Gong, Shaogang},
      journal = {Pattern Recognition},
      pages = {108239},
      publisher = {Pergamon},
      title = {Learning hybrid ranking representation for person re-identification},
      volume = {121},
      year = {2022}
    }

30. IJCV

    Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification

    Zheng, Wei-Shi, Hong, Jincheng, Jiao, Jiening, Wu, Ancong,  Zhu, Xiatian, Gong, Shaogang, Qin, Jiayin, and Lai, Jianhuang

    International Journal of Computer Vision Jun 2022

    Bib PDF

    @article{zheng2022joint,
      author = {Zheng, Wei-Shi and Hong, Jincheng and Jiao, Jiening and Wu, Ancong and Zhu, Xiatian and Gong, Shaogang and Qin, Jiayin and Lai, Jianhuang},
      journal = {International Journal of Computer Vision},
      number = {1},
      pages = {136--156},
      publisher = {Springer US},
      title = {Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification},
      volume = {130},
      year = {2022}
    }

2021

1. Few-shot website fingerprinting attack

   Chen, Mantun, Wang, Yongjun, Xu, Hongzuo, and Zhu, Xiatian

   Computer Networks Jun 2021

   Bib PDF

   @article{chen2021few,
     author = {Chen, Mantun and Wang, Yongjun and Xu, Hongzuo and Zhu, Xiatian},
     journal = {Computer Networks},
     pages = {108298},
     publisher = {Elsevier},
     volume = {198},
     year = {2021}
   }

2. Few-shot website fingerprinting attack with data augmentation

   Chen, Mantun, Wang, Yongjun, Qin, Zhiquan, and Zhu, Xiatian

   Security and Communication Networks Jun 2021

   Bib PDF

   @article{chen2021fex,
     author = {Chen, Mantun and Wang, Yongjun and Qin, Zhiquan and Zhu, Xiatian},
     journal = {Security and Communication Networks},
     publisher = {Hindawi},
     volume = {2021},
     year = {2021}
   }

3. TIP

   Global aggregation then local distribution for scene parsing

   Li, Xiangtai, Zhang, Li, Cheng, Guangliang, Yang, Kuiyuan, Tong, Yunhai,  Zhu, Xiatian, and Xiang, Tao

   IEEE Transactions on Image Processing Jun 2021

   Bib PDF Code

   @article{li2021global,
     author = {Li, Xiangtai and Zhang, Li and Cheng, Guangliang and Yang, Kuiyuan and Tong, Yunhai and Zhu, Xiatian and Xiang, Tao},
     journal = {IEEE Transactions on Image Processing},
     pages = {6829--6842},
     publisher = {IEEE},
     title = {Global aggregation then local distribution for scene parsing},
     volume = {30},
     year = {2021}
   }

4. PR

   Hierarchical distillation learning for scalable person search

   Li, Wei, Gong, Shaogang, and Zhu, Xiatian

   Pattern Recognition Jun 2021

   Bib PDF

   @article{li2021hierarchical,
     author = {Li, Wei and Gong, Shaogang and Zhu, Xiatian},
     journal = {Pattern Recognition},
     pages = {107862},
     title = {Hierarchical distillation learning for scalable person search},
     volume = {114},
     year = {2021}
   }

5. Preprint

   Unsupervised Noisy Tracklet Person Re-identification

   Li, Minxian,  Zhu, Xiatian, and Gong, Shaogang

   arXiv preprint arXiv:2101.06391 Jun 2021

   Bib PDF

   @article{li2021unsupervised,
     author = {Li, Minxian and Zhu, Xiatian and Gong, Shaogang},
     journal = {arXiv preprint arXiv:2101.06391},
     title = {Unsupervised Noisy Tracklet Person Re-identification},
     year = {2021}
   }

6. ICCV

   Simpler is better: Few-shot semantic segmentation with classifier weight transformer

   Lu, Zhihe, He, Sen,  Zhu, Xiatian, Zhang, Li, Song, Yi-Zhe, and Xiang, Tao

   In Proceedings of the IEEE/CVF International Conference on Computer Vision Jun 2021

   Bib PDF Code

   @inproceedings{lu2021simpler,
     author = {Lu, Zhihe and He, Sen and Zhu, Xiatian and Zhang, Li and Song, Yi-Zhe and Xiang, Tao},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
     pages = {8741--8750},
     title = {Simpler is better: Few-shot semantic segmentation with classifier weight transformer},
     year = {2021}
   }

7. NeurIPS

   SOFT: softmax-free transformer with linear complexity

   Lu, Jiachen, Yao, Jinghan, Zhang, Junge,  Zhu, Xiatian, Xu, Hang, Gao, Weiguo, Xu, Chunjing, Xiang, Tao, and Zhang, Li

   Annual Conference on Neural Information Processing Systems Jun 2021

   Bib PDF Code Website

   @article{lu2021soft,
     author = {Lu, Jiachen and Yao, Jinghan and Zhang, Junge and Zhu, Xiatian and Xu, Hang and Gao, Weiguo and Xu, Chunjing and Xiang, Tao and Zhang, Li},
     journal = {Annual Conference on Neural Information Processing Systems},
     pages = {21297--21309},
     title = {SOFT: softmax-free transformer with linear complexity},
     volume = {34},
     year = {2021}
   }

8. BMVC

   Few-shot temporal action localization with query adaptive transformer

   Nag, Sauradip,  Zhu, Xiatian, and Xiang, Tao

   In British Machine Vision Conference Jun 2021

   Bib PDF

   @inproceedings{nag2021few,
     author = {Nag, Sauradip and Zhu, Xiatian and Xiang, Tao},
     booktitle = {British Machine Vision Conference},
     title = {Few-shot temporal action localization with query adaptive transformer},
     year = {2021}
   }

9. BMVC

   Knowing what, where and when to look: Efficient video action modeling with attention

   Perez-Rua, Juan-Manuel, Martinez, Brais,  Zhu, Xiatian, Toisoul, Antoine, Escorcia, Victor, and Xiang, Tao

   In British Machine Vision Conference Jun 2021

   Bib PDF

   @inproceedings{perez2020knowing,
     author = {Perez-Rua, Juan-Manuel and Martinez, Brais and Zhu, Xiatian and Toisoul, Antoine and Escorcia, Victor and Xiang, Tao},
     booktitle = {British Machine Vision Conference},
     title = {Knowing what, where and when to look: Efficient video action modeling with attention},
     year = {2021}
   }

10. CVIU

    Multi-perspective cross-class domain adaptation for open logo detection

    Su, Hang, Gong, Shaogang, and Zhu, Xiatian

    Computer Vision and Image Understanding Jun 2021

    Bib PDF

    @article{su2021multi,
      author = {Su, Hang and Gong, Shaogang and Zhu, Xiatian},
      journal = {Computer Vision and Image Understanding},
      pages = {103156},
      publisher = {Academic Press},
      title = {Multi-perspective cross-class domain adaptation for open logo detection},
      volume = {204},
      year = {2021}
    }

11. ICCV

    Boundary-sensitive pre-training for temporal localization in videos

    Xu, Mengmeng, Pérez-Rúa, Juan-Manuel, Escorcia, Victor, Martinez, Brais,  Zhu, Xiatian, Zhang, Li, Ghanem, Bernard, and Xiang, Tao

    In Proceedings of the IEEE/CVF International Conference on Computer Vision Jun 2021

    Bib PDF

    @inproceedings{xu2021boundary,
      author = {Xu, Mengmeng and P{\'e}rez-R{\'u}a, Juan-Manuel and Escorcia, Victor and Martinez, Brais and Zhu, Xiatian and Zhang, Li and Ghanem, Bernard and Xiang, Tao},
      booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
      pages = {7220--7230},
      title = {Boundary-sensitive pre-training for temporal localization in videos},
      year = {2021}
    }

12. Preprint

    Deepchange: A large long-term person re-identification benchmark with clothes change

    Xu, Peng, and Zhu, Xiatian

    arXiv e-prints Jun 2021

    Bib PDF

    @article{xu2021deepchange,
      author = {Xu, Peng and Zhu, Xiatian},
      journal = {arXiv e-prints},
      pages = {arXiv--2105},
      title = {Deepchange: A large long-term person re-identification benchmark with clothes change},
      year = {2021}
    }

13. NeurIPS

    Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization

    Xu, Mengmeng, Perez-Ru, Juan-Manuel,  Zhu, Xiatian, Ghanem, Bernard, and Martinez, Brais

    In Annual Conference on Neural Information Processing Systems Jun 2021

    Bib PDF

    @inproceedings{xu2021low,
      author = {Xu, Mengmeng and Perez-Ru, Juan-Manuel and Zhu, Xiatian and Ghanem, Bernard and Martinez, Brais},
      booktitle = {Annual Conference on Neural Information Processing Systems},
      year = {2021}
    }

14. Preprint

    Single Person Pose Estimation: A Survey

    Zhang, Feng,  Zhu, Xiatian, and Wang, Chen

    arXiv preprint arXiv:2109.10056 Jun 2021

    Bib PDF

    @article{zhang2021single,
      author = {Zhang, Feng and Zhu, Xiatian and Wang, Chen},
      journal = {arXiv preprint arXiv:2109.10056},
      title = {Single Person Pose Estimation: A Survey},
      year = {2021}
    }

15. CVPR

    Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

    Zheng, Sixiao, Lu, Jiachen, Zhao, Hengshuang,  Zhu, Xiatian, Luo, Zekun, Wang, Yabiao, Fu, Yanwei, Feng, Jianfeng, Xiang, Tao, Torr, Philip HS, and others,

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jun 2021

    Bib PDF Code Website

    @inproceedings{zheng2021rethinking,
      author = {Zheng, Sixiao and Lu, Jiachen and Zhao, Hengshuang and Zhu, Xiatian and Luo, Zekun and Wang, Yabiao and Fu, Yanwei and Feng, Jianfeng and Xiang, Tao and Torr, Philip HS and others},
      booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      title = {Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers},
      year = {2021}
    }

16. BMVC

    Few-shot Action Recognition with Prototype-centered Attentive Learning

    Zhu, Xiatian, Toisoul, Antoine, Perez-Rua, Juan-Manuel, Zhang, Li, Martinez, Brais, and Xiang, Tao

    In British Machine Vision Conference Jun 2021

    Bib PDF

    @inproceedings{zhu2021few,
      author = {Zhu, Xiatian and Toisoul, Antoine and Perez-Rua, Juan-Manuel and Zhang, Li and Martinez, Brais and Xiang, Tao},
      booktitle = {British Machine Vision Conference},
      title = {Few-shot Action Recognition with Prototype-centered Attentive Learning},
      year = {2021}
    }

17. IJCV

    Intra-camera supervised person re-identification

    Zhu, Xiangping,  Zhu, Xiatian, Li, Minxian, Morerio, Pietro, Murino, Vittorio, and Gong, Shaogang

    International Journal of Computer Vision Jun 2021

    Bib PDF

    @article{zhu2021intra,
      author = {Zhu, Xiangping and Zhu, Xiatian and Li, Minxian and Morerio, Pietro and Murino, Vittorio and Gong, Shaogang},
      journal = {International Journal of Computer Vision},
      number = {5},
      pages = {1580--1595},
      publisher = {Springer US},
      title = {Intra-camera supervised person re-identification},
      volume = {129},
      year = {2021}
    }

2020

1. AAAI

   Semi-Supervised Learning under Class Distribution Mismatch

   Chen, Yanbei,  Zhu, Xiatian, Li, Wei, and Gong, Shaogang

   In AAAI Conference on Artificial Intelligence Jun 2020

   Bib PDF

   @inproceedings{chen2020semi,
     author = {Chen, Yanbei and Zhu, Xiatian and Li, Wei and Gong, Shaogang},
     booktitle = {AAAI Conference on Artificial Intelligence},
     title = {Semi-Supervised Learning under Class Distribution Mismatch},
     year = {2020}
   }

2. WACV

   Characteristic Regularisation for Super-Resolving Face Images

   Cheng, Zhiyi,  Zhu, Xiatian, and Gong, Shaogang

   In IEEE Winter Conference on Applications of Computer Vision Jun 2020

   Bib PDF

   @inproceedings{cheng2020characteristic,
     author = {Cheng, Zhiyi and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     title = {Characteristic Regularisation for Super-Resolving Face Images},
     year = {2020}
   }

3. PR

   Face re-identification challenge: Are face recognition models good enough?

   Cheng, Zhiyi,  Zhu, Xiatian, and Gong, Shaogang

   Pattern Recognition Jun 2020

   Bib PDF

   @article{cheng2020face,
     author = {Cheng, Zhiyi and Zhu, Xiatian and Gong, Shaogang},
     journal = {Pattern Recognition},
     pages = {107422},
     title = {Face re-identification challenge: Are face recognition models good enough?},
     volume = {107},
     year = {2020}
   }

4. CVPR

   Inter-Task Association Critic for Cross-Resolution Person Re-Identification

   Cheng, Zhiyi, Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jun 2020

   Bib PDF

   @inproceedings{cheng2020inter,
     author = {Cheng, Zhiyi and Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
     title = {Inter-Task Association Critic for Cross-Resolution Person Re-Identification},
     year = {2020}
   }

5. Joint COCO and Mapillary Workshop at ICCV 2019 keypoint detection challenge track technical report: distribution-aware coordinate representation for human pose estimation

   Dai, Hanbin, Zhou, Liangbo, Zhang, Feng, Zhang, Zhengyu, Hu, Hong,  Zhu, Xiatian, and Ye, Mao

   arXiv preprint arXiv:2003.07232 Jun 2020

   Bib PDF

   @article{dai2020joint,
     author = {Dai, Hanbin and Zhou, Liangbo and Zhang, Feng and Zhang, Zhengyu and Hu, Hong and Zhu, Xiatian and Ye, Mao},
     journal = {arXiv preprint arXiv:2003.07232},
     title = {Joint COCO and Mapillary Workshop at ICCV 2019 keypoint detection challenge track technical report: distribution-aware coordinate representation for human pose estimation},
     year = {2020}
   }

6. CVPR

   Deep semantic clustering by partition confidence maximisation

   Huang, Jiabo, Gong, Shaogang, and Zhu, Xiatian

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Jun 2020

   Bib PDF Code

   @inproceedings{huang2020deep,
     author = {Huang, Jiabo and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {8849--8858},
     title = {Deep semantic clustering by partition confidence maximisation},
     year = {2020}
   }

7. AAAI

   Unsupervised Deep Learning via Affinity Diffusion

   Huang, Jiabo, Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In AAAI Conference on Artificial Intelligence Jun 2020

   Bib PDF

   @inproceedings{huang2020unsupervised,
     author = {Huang, Jiabo and Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {AAAI Conference on Artificial Intelligence},
     title = {Unsupervised Deep Learning via Affinity Diffusion},
     year = {2020}
   }

8. AAAI

   Neural Graph Embedding for Neural Architecture Search

   Li, Wei, Gong, Shaogang, and Zhu, Xiatian

   In AAAI Conference on Artificial Intelligence Jun 2020

   Bib PDF

   @inproceedings{li2020neural,
     author = {Li, Wei and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {AAAI Conference on Artificial Intelligence},
     title = {Neural Graph Embedding for Neural Architecture Search},
     year = {2020}
   }

9. IJCV

   Scalable Person Re-Identification by Harmonious Attention

   Li, Wei,  Zhu, Xiatian, and Gong, Shaogang

   International Journal of Computer Vision Jun 2020

   Bib PDF

   @article{li2020scalable,
     author = {Li, Wei and Zhu, Xiatian and Gong, Shaogang},
     journal = {International Journal of Computer Vision},
     title = {Scalable Person Re-Identification by Harmonious Attention},
     year = {2020}
   }

10. CVPR

    Stochastic classifiers for unsupervised domain adaptation

    Lu, Zhihe, Yang, Yongxin,  Zhu, Xiatian, Liu, Cong, Song, Yi-Zhe, and Xiang, Tao

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Jun 2020

    Bib PDF

    @inproceedings{lu2020stochastic,
      author = {Lu, Zhihe and Yang, Yongxin and Zhu, Xiatian and Liu, Cong and Song, Yi-Zhe and Xiang, Tao},
      booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
      pages = {9111--9120},
      title = {Stochastic classifiers for unsupervised domain adaptation},
      year = {2020}
    }

11. CVPR

    Incremental few-shot object detection

    Perez-Rua, Juan-Manuel,  Zhu, Xiatian, Hospedales, Timothy M, and Xiang, Tao

    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Jun 2020

    Bib PDF Code

    @inproceedings{perez2020incremental,
      author = {Perez-Rua, Juan-Manuel and Zhu, Xiatian and Hospedales, Timothy M and Xiang, Tao},
      booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
      pages = {13846--13855},
      title = {Incremental few-shot object detection},
      year = {2020}
    }

12. Patent

    Target Re-Identification

    Shaogang, GONG, Xiatian, ZHU, Hanxiao, WANG, and Xu, LANG

    Jul 2020

    Bib PDF

    @misc{shaogang2020target,
      author = {Shaogang, GONG and Xiatian, ZHU and Hanxiao, WANG and Xu, LANG},
      month = jul,
      note = {US Patent App. 16/631,629},
      title = {Target Re-Identification},
      year = {2020}
    }

13. PR

    Scalable Logo Detection by Self Co-learning

    Su, Hang, Gong, Shaogang, and Zhu, Xiatian

    Pattern Recognition Jul 2020

    Bib PDF

    @article{su2020scalable,
      author = {Su, Hang and Gong, Shaogang and Zhu, Xiatian},
      journal = {Pattern Recognition},
      pages = {107003},
      publisher = {Pergamon},
      title = {Scalable Logo Detection by Self Co-learning},
      volume = {97},
      year = {2020}
    }

14. AAAI

    Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification

    Wu, Guile,  Zhu, Xiatian, and Gong, Shaogang

    In AAAI Conference on Artificial Intelligence Jul 2020

    Bib PDF

    @inproceedings{wu2020tracklet,
      author = {Wu, Guile and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {AAAI Conference on Artificial Intelligence},
      title = {Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification},
      year = {2020}
    }

15. CVPR

    Distribution-Aware Coordinate Representation for Human Pose Estimation

    Zhang, Feng,  Zhu, Xiatian, Dai, Hanbin, Ye, Mao, and Zhu, Ce

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jul 2020

    Bib PDF Code Website

    @inproceedings{zhang2020distribution,
      author = {Zhang, Feng and Zhu, Xiatian and Dai, Hanbin and Ye, Mao and Zhu, Ce},
      booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      title = {Distribution-Aware Coordinate Representation for Human Pose Estimation},
      year = {2020}
    }

2019

1. ICCV

   Instance-guided context rendering for cross-domain person re-identification

   Chen, Yanbei,  Zhu, Xiatian, and Gong, Shaogang

   In Proceedings of the IEEE/CVF International Conference on Computer Vision Jul 2019

   Bib PDF Supp

   @inproceedings{chen2019instance,
     author = {Chen, Yanbei and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
     pages = {232--242},
     title = {Instance-guided context rendering for cross-domain person re-identification},
     year = {2019}
   }

2. ICCV

   Person search by text attribute query as zero-shot learning

   Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In Proceedings of the IEEE/CVF International Conference on Computer Vision Jul 2019

   Bib PDF Supp

   @inproceedings{dong2019person,
     author = {Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
     pages = {3652--3661},
     title = {Person search by text attribute query as zero-shot learning},
     year = {2019}
   }

3. ICML

   Unsupervised Deep Learning by Neighbourhood Discovery

   Huang, Jiabo, Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In International Conference on Machine Learning Jul 2019

   Bib PDF Code

   @inproceedings{huang2019unsupervised,
     author = {Huang, Jiabo and Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {International Conference on Machine Learning},
     title = {Unsupervised Deep Learning by Neighbourhood Discovery},
     year = {2019}
   }

4. Preprint

   Universal person re-identification

   Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang

   arXiv preprint arXiv:1907.09511 Jul 2019

   Bib PDF

   @article{lan2019universal,
     author = {Lan, Xu and Zhu, Xiatian and Gong, Shaogang},
     journal = {arXiv preprint arXiv:1907.09511},
     title = {Universal person re-identification},
     year = {2019}
   }

5. TPAMI

   Unsupervised Tracklet Person Re-Identification

   Li, Minxian,  Zhu, Xiatian, and Gong, Shaogang

   IEEE Transactions on Pattern Analysis and Machine Intelligence Jul 2019

   Bib PDF

   @article{li2019unsupervised,
     author = {Li, Minxian and Zhu, Xiatian and Gong, Shaogang},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     publisher = {IEEE},
     title = {Unsupervised Tracklet Person Re-Identification},
     year = {2019}
   }

6. ICIP

   Person Re-Identification by Ranking Ensemble Representations

   Wu, Guile,  Zhu, Xiatian, and Gong, Shaogang

   In IEEE International Conference on Image Processing Jul 2019

   Bib PDF

   @inproceedings{wu2019person,
     author = {Wu, Guile and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {IEEE International Conference on Image Processing},
     title = {Person Re-Identification by Ranking Ensemble Representations},
     year = {2019}
   }

7. BMVC

   Spatio-Temporal Associative Representation for Video Person Re-Identification

   Wu, Guile,  Zhu, Xiatian, and Gong, Shaogang

   In British Machine Vision Conference Jul 2019

   Bib PDF

   @inproceedings{wu2019spatio,
     author = {Wu, Guile and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {British Machine Vision Conference},
     title = {Spatio-Temporal Associative Representation for Video Person Re-Identification},
     year = {2019}
   }

8. Efficient human pose estimation in hierarchical context

   Zhang, Feng,  Zhu, Xiatian, and Ye, Mao

   IEEE Access Jul 2019

   Bib PDF

   @article{zhang2019efficient,
     author = {Zhang, Feng and Zhu, Xiatian and Ye, Mao},
     journal = {IEEE Access},
     pages = {29365--29373},
     publisher = {IEEE},
     title = {Efficient human pose estimation in hierarchical context},
     volume = {7},
     year = {2019}
   }

9. CVPR

   Fast Human Pose Estimation

   Zhang, Feng,  Zhu, Xiatian, and Ye, Mao

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jul 2019

   Bib PDF Code

   @inproceedings{zhang2019fast,
     author = {Zhang, Feng and Zhu, Xiatian and Ye, Mao},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
     pages = {3517--3526},
     title = {Fast Human Pose Estimation},
     year = {2019}
   }

10. Intra-Camera Supervised Person Re-Identification: A New Benchmark

    Zhu, Xiangping,  Zhu, Xiatian, Li, Minxian, Murino, Vittorio, and Gong, Shaogang

    In Workshop of The IEEE International Conference on Computer Vision Jul 2019

    Bib PDF

    @inproceedings{zhu2019intra,
      author = {Zhu, Xiangping and Zhu, Xiatian and Li, Minxian and Murino, Vittorio and Gong, Shaogang},
      booktitle = {Workshop of The IEEE International Conference on Computer Vision},
      title = {Intra-Camera Supervised Person Re-Identification: A New Benchmark},
      year = {2019}
    }

2018

1. BMVC

   Deep Association Learning for Unsupervised Video Person Re-Identification

   Chen, Yanbei,  Zhu, Xiatian, and Gong, Shaogang

   In British Machine Vision Conference Jul 2018

   Bib PDF Code

   @inproceedings{chen2018deep,
     author = {Chen, Yanbei and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {British Machine Vision Conference},
     title = {Deep Association Learning for Unsupervised Video Person Re-Identification},
     year = {2018}
   }

2. TPAMI

   Person Re-Identification by Camera Correlation Aware Feature Augmentation

   Chen, Ying-Cong,  Zhu, Xiatian, Zheng, Wei-Shi, and Lai, Jian-Huang

   IEEE Transactions on Pattern Analysis and Machine Intelligence Jul 2018

   Bib PDF

   @article{chen2018person,
     author = {Chen, Ying-Cong and Zhu, Xiatian and Zheng, Wei-Shi and Lai, Jian-Huang},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     number = {2},
     pages = {392--408},
     publisher = {IEEE},
     title = {Person Re-Identification by Camera Correlation Aware Feature Augmentation},
     volume = {40},
     year = {2018}
   }

3. ECCV

   Semi-Supervised Deep Learning with Memory

   Chen, Yanbei,  Zhu, Xiatian, and Gong, Shaogang

   In Proceedings of the European Conference on Computer Vision Jul 2018

   Bib PDF Code

   @inproceedings{chen2018semi,
     author = {Chen, Yanbei and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {Proceedings of the European Conference on Computer Vision},
     pages = {268--283},
     title = {Semi-Supervised Deep Learning with Memory},
     year = {2018}
   }

4. ACCV

   Low-Resolution Face Recognition

   Cheng, Zhiyi,  Zhu, Xiatian, and Gong, Shaogang

   In Asian Conference on Computer Vision Jul 2018

   Bib PDF

   @inproceedings{cheng2018low,
     author = {Cheng, Zhiyi and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {Asian Conference on Computer Vision},
     organization = {Springer},
     pages = {605--621},
     title = {Low-Resolution Face Recognition},
     year = {2018}
   }

5. TPAMI

   Imbalanced Deep Learning by Minority Class Incremental Rectification

   Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   IEEE Transactions on Pattern Analysis and Machine Intelligence Jul 2018

   Bib PDF

   @article{dong2018imbalanced,
     author = {Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     publisher = {IEEE},
     title = {Imbalanced Deep Learning by Minority Class Incremental Rectification},
     year = {2018}
   }

6. AAAI

   Single-Label Multi-Class Image Classification by Deep Logistic Regression

   Dong, Qi,  Zhu, Xiatian, and Gong, Shaogang

   In AAAI Conference on Artificial Intelligence Jul 2018

   Bib PDF Code

   @inproceedings{dong2018single,
     author = {Dong, Qi and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {AAAI Conference on Artificial Intelligence},
     title = {Single-Label Multi-Class Image Classification by Deep Logistic Regression},
     year = {2018}
   }

7. AAAI

   Deep Low-Resolution Person Re-Identification

   Jiao, Jiening, Zheng, Wei-Shi, Wu, Ancong,  Zhu, Xiatian, and Gong, Shaogang

   In AAAI Conference on Artificial Intelligence Jul 2018

   Bib PDF

   @inproceedings{jiao2018deep,
     author = {Jiao, Jiening and Zheng, Wei-Shi and Wu, Ancong and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {AAAI Conference on Artificial Intelligence},
     title = {Deep Low-Resolution Person Re-Identification},
     year = {2018}
   }

8. GCPR

   Vehicle Re-Identification in Context

   Kanaci, Aytac,  Zhu, Xiatian, and Gong, Shaogang

   In The German Conference on Pattern Recognition Jul 2018

   Bib PDF Website

   @inproceedings{kanaci2018vehicle,
     author = {Kanaci, Aytac and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {The German Conference on Pattern Recognition},
     title = {Vehicle Re-Identification in Context},
     year = {2018}
   }

9. NeurIPS

   Knowledge Distillation by On-the-Fly Native Ensemble

   Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang

   In Annual Conference on Neural Information Processing Systems Jul 2018

   Bib PDF Code

   @inproceedings{lan2018knowledge,
     author = {Lan, Xu and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {Annual Conference on Neural Information Processing Systems},
     pages = {7527--7537},
     title = {Knowledge Distillation by On-the-Fly Native Ensemble},
     year = {2018}
   }

10. ECCV

    Person Search by Multi-Scale Matching

    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang

    In European Conference on Computer Vision Jul 2018

    Bib PDF

    @inproceedings{lan2018person,
      author = {Lan, Xu and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {European Conference on Computer Vision},
      title = {Person Search by Multi-Scale Matching},
      year = {2018}
    }

11. ACCV

    Self-Referenced Deep Learning

    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang

    In Asian Conference on Computer Vision Jul 2018

    Bib PDF

    @inproceedings{lan2018self,
      author = {Lan, Xu and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {Asian Conference on Computer Vision},
      title = {Self-Referenced Deep Learning},
      year = {2018}
    }

12. CVPR

    Harmonious Attention Network for Person Re-Identification

    Li, Wei,  Zhu, Xiatian, and Gong, Shaogang

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jul 2018

    Bib PDF

    @inproceedings{li2018harmonious,
      author = {Li, Wei and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      title = {Harmonious Attention Network for Person Re-Identification},
      year = {2018}
    }

13. ECCV

    Unsupervised Person Re-Identification by Deep Learning Tracklet Association

    Li, Minxian,  Zhu, Xiatian, and Gong, Shaogang

    In European Conference on Computer Vision Jul 2018

    Bib PDF

    @inproceedings{li2018unsupervised,
      author = {Li, Minxian and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {European Conference on Computer Vision},
      title = {Unsupervised Person Re-Identification by Deep Learning Tracklet Association},
      year = {2018}
    }

14. BMVC

    Open Logo Detection Challenge

    Su, Hang,  Zhu, Xiatian, and Gong, Shaogang

    In British Machine Vision Conference Jul 2018

    Bib PDF Website

    @inproceedings{su2018open,
      author = {Su, Hang and Zhu, Xiatian and Gong, Shaogang},
      booktitle = {British Machine Vision Conference},
      title = {Open Logo Detection Challenge},
      year = {2018}
    }

15. IJCV

    Person Re-Identification in Identity Regression Space

    Wang, Hanxiao,  Zhu, Xiatian, Gong, Shaogang, and Xiang, Tao

    International Journal of Computer Vision Jul 2018

    Bib PDF

    @article{wang2018person,
      author = {Wang, Hanxiao and Zhu, Xiatian and Gong, Shaogang and Xiang, Tao},
      journal = {International Journal of Computer Vision},
      title = {Person Re-Identification in Identity Regression Space},
      year = {2018}
    }

16. CVPR

    Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification

    Wang, Jingya,  Zhu, Xiatian, Gong, Shaogang, and Li, Wei

    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jul 2018

    Bib PDF

    @inproceedings{wang2018transferable,
      author = {Wang, Jingya and Zhu, Xiatian and Gong, Shaogang and Li, Wei},
      booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
      title = {Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification},
      year = {2018}
    }

17. TIP

    Fast Open-World Person Re-Identification

    Zhu, Xiatian, Wu, Botong, Huang, Dongcheng, and Zheng, Wei-Shi

    IEEE Transactions on Image Processing Jul 2018

    Bib PDF

    @article{zhu2018fast,
      author = {Zhu, Xiatian and Wu, Botong and Huang, Dongcheng and Zheng, Wei-Shi},
      journal = {IEEE Transactions on Image Processing},
      number = {5},
      pages = {2286--2300},
      publisher = {IEEE},
      title = {Fast Open-World Person Re-Identification},
      volume = {27},
      year = {2018}
    }

2017

1. Person Re-Identification by Deep Learning Multi-Scale Representations

   Chen, Yanbei,  Zhu, Xiatian, and Gong, Shaogang

   In Workshop of The IEEE International Conference on Computer Vision Jul 2017

   Bib PDF

   @inproceedings{chen2017person,
     author = {Chen, Yanbei and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {Workshop of The IEEE International Conference on Computer Vision},
     title = {Person Re-Identification by Deep Learning Multi-Scale Representations},
     year = {2017}
   }

2. ICCV

   Class Rectification Hard Mining for Imbalanced Deep Learning

   Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In IEEE International Conference on Computer Vision Jul 2017

   Bib PDF Poster

   @inproceedings{dong2017class,
     author = {Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {IEEE International Conference on Computer Vision},
     title = {Class Rectification Hard Mining for Imbalanced Deep Learning},
     year = {2017}
   }

3. WACV

   Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes

   Dong, Qi, Gong, Shaogang, and Zhu, Xiatian

   In IEEE Winter Conference on Applications of Computer Vision Jul 2017

   Bib PDF Poster

   @inproceedings{dong2017multi,
     author = {Dong, Qi and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     pages = {520--529},
     title = {Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes},
     year = {2017}
   }

4. Vehicle Re-Identification by Fine-Grained Cross-Level Deep Learning

   Kanacı, Aytaç,  Zhu, Xiatian, and Gong, Shaogang

   In British Machine Vision Conference Workshop Jul 2017

   Bib PDF

   @inproceedings{kanaci2017vehicle,
     author = {Kanac{\i}, Ayta{\c{c}} and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {British Machine Vision Conference Workshop},
     title = {Vehicle Re-Identification by Fine-Grained Cross-Level Deep Learning},
     year = {2017}
   }

5. BMVC

   Deep Reinforcement Learning Attention Selection for Person Re-Identification

   Lan, Xu, Wang, Hanxiao, Gong, Shaogang, and Zhu, Xiatian

   In British Machine Vision Conference Jul 2017

   Bib PDF Poster

   @inproceedings{lan2017deep,
     author = {Lan, Xu and Wang, Hanxiao and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {British Machine Vision Conference},
     title = {Deep Reinforcement Learning Attention Selection for Person Re-Identification},
     year = {2017}
   }

6. IJCAI

   Person Re-Identification by Deep Joint Learning of Multi-Loss Classification

   Li, Wei,  Zhu, Xiatian, and Gong, Shaogang

   In International Joint Conference on Artificial Intelligence Jul 2017

   Bib PDF

   @inproceedings{li2017person,
     author = {Li, Wei and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {International Joint Conference on Artificial Intelligence},
     title = {Person Re-Identification by Deep Joint Learning of Multi-Loss Classification},
     year = {2017}
   }

7. PR

   Person Re-Identification by Unsupervised Video Matching

   Ma, Xiaolong,  Zhu, Xiatian, Gong, Shaogang, Xie, Xudong, Hu, Jianming, Lam, Kin-Man, and Zhong, Yisheng

   Pattern Recognition Jul 2017

   Bib PDF

   @article{ma2017person,
     author = {Ma, Xiaolong and Zhu, Xiatian and Gong, Shaogang and Xie, Xudong and Hu, Jianming and Lam, Kin-Man and Zhong, Yisheng},
     journal = {Pattern Recognition},
     pages = {197--210},
     publisher = {Pergamon},
     title = {Person Re-Identification by Unsupervised Video Matching},
     volume = {65},
     year = {2017}
   }

8. WACV

   Deep Learning Logo Detection with Data Expansion by Synthesising Context

   Su, Hang,  Zhu, Xiatian, and Gong, Shaogang

   In IEEE Winter Conference on Applications of Computer Vision Jul 2017

   Bib PDF Poster

   @inproceedings{su2017deep,
     author = {Su, Hang and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {IEEE Winter Conference on Applications of Computer Vision},
     organization = {IEEE},
     pages = {530--539},
     title = {Deep Learning Logo Detection with Data Expansion by Synthesising Context},
     year = {2017}
   }

9. Weblogo-2M: Scalable Logo Detection by Deep Learning from the Web

   Su, Hang, Gong, Shaogang, and Zhu, Xiatian

   In Workshop of IEEE International Conference on Computer Vision Jul 2017

   Bib PDF

     author = {Su, Hang and Gong, Shaogang and Zhu, Xiatian},
     booktitle = {Workshop of IEEE International Conference on Computer Vision},
     pages = {270--279},
     year = {2017}
   }

10. ICCV

    Attribute Recognition by Joint Recurrent Learning of Context and Correlation

    Wang, Jingya,  Zhu, Xiatian, Gong, Shaogang, and Li, Wei

    In IEEE International Conference on Computer Vision Jul 2017

    Bib PDF Poster

    @inproceedings{wang2017attribute,
      author = {Wang, Jingya and Zhu, Xiatian and Gong, Shaogang and Li, Wei},
      booktitle = {IEEE International Conference on Computer Vision},
      title = {Attribute Recognition by Joint Recurrent Learning of Context and Correlation},
      year = {2017}
    }

11. AI

    Discovering Visual Concept Structure with Sparse and Incomplete Tags

    Wang, Jingya,  Zhu, Xiatian, and Gong, Shaogang

    Artificial Intelligence Jul 2017

    Bib PDF

    @article{wang2017discovering,
      author = {Wang, Jingya and Zhu, Xiatian and Gong, Shaogang},
      journal = {Artificial Intelligence},
      pages = {16--36},
      publisher = {Elsevier},
      title = {Discovering Visual Concept Structure with Sparse and Incomplete Tags},
      volume = {250},
      year = {2017}
    }

2016

1. ECCV

   Human-In-The-Loop Person Re-Identification

   Wang, Hanxiao, Gong, Shaogang,  Zhu, Xiatian, and Xiang, Tao

   In European Conference on Computer Vision Jul 2016

   Bib PDF Poster

   @inproceedings{wang2016human,
     author = {Wang, Hanxiao and Gong, Shaogang and Zhu, Xiatian and Xiang, Tao},
     booktitle = {European Conference on Computer Vision},
     pages = {405--422},
     title = {Human-In-The-Loop Person Re-Identification},
     year = {2016}
   }

2. TPAMI

   Person Re-Identification by Discriminative Selection in Video Ranking

   Wang, Taiqing, Gong, Shaogang,  Zhu, Xiatian, and Wang, Shengjin

   IEEE Transactions on Pattern Analysis and Machine Intelligence Jul 2016

   Bib PDF Website

   @article{wang2016person,
     author = {Wang, Taiqing and Gong, Shaogang and Zhu, Xiatian and Wang, Shengjin},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     publisher = {IEEE},
     title = {Person Re-Identification by Discriminative Selection in Video Ranking},
     year = {2016}
   }

3. ICIP

   Towards Unsupervised Open-Set Person Re-Identification

   Wang, Hanxiao,  Zhu, Xiatian, Xiang, Tao, and Gong, Shaogang

   In IEEE International Conference on Image Processing Jul 2016

   Bib PDF

   @inproceedings{wang2016towards,
     author = {Wang, Hanxiao and Zhu, Xiatian and Xiang, Tao and Gong, Shaogang},
     booktitle = {IEEE International Conference on Image Processing},
     title = {Towards Unsupervised Open-Set Person Re-Identification},
     year = {2016}
   }

4. AAAI

   Video Semantic Clustering with Sparse and Incomplete Tags

   Wang, Jingya,  Zhu, Xiatian, and Gong, Shaogang

   In AAAI Conference on Artificial Intelligence Jul 2016

   Bib PDF

   @inproceedings{wang2016video,
     author = {Wang, Jingya and Zhu, Xiatian and Gong, Shaogang},
     booktitle = {AAAI Conference on Artificial Intelligence},
     pages = {3618--3624},
     title = {Video Semantic Clustering with Sparse and Incomplete Tags},
     year = {2016}
   }

5. IJCV

   Learning from Multiple Sources for Video Summarisation

   Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang

   International Journal of Computer Vision Jul 2016

   Bib PDF Website

   @article{zhu2016learning,
     author = {Zhu, Xiatian and Loy, Chen Change and Gong, Shaogang},
     journal = {International Journal of Computer Vision},
     number = {3},
     pages = {247--268},
     publisher = {Springer US},
     title = {Learning from Multiple Sources for Video Summarisation},
     volume = {117},
     year = {2016}
   }

6. PhD Thesis

   Semantic Structure Discovery in Surveillance Videos

   Zhu, Xiatian

   Jul 2016

   PDF

2015

1. TNNLS

   Constrained Clustering With Imperfect Oracles

   Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang

   Neural Networks and Learning Systems, IEEE Transactions on Jul 2015

   Bib PDF Website

   @article{zhu2015constrained,
     author = {Zhu, Xiatian and Loy, Chen Change and Gong, Shaogang},
     journal = {Neural Networks and Learning Systems, IEEE Transactions on},
     title = {Constrained Clustering With Imperfect Oracles},
     year = {2015}
   }

2014

1. ECCV

   Person Re-Identification by Video Ranking

   Wang, Taiqing, Gong, Shaogang,  Zhu, Xiatian, and Wang, Shengjin

   In European Conference on Computer Vision Jul 2014

   Bib PDF Website

   @inproceedings{wang2014person,
     author = {Wang, Taiqing and Gong, Shaogang and Zhu, Xiatian and Wang, Shengjin},
     booktitle = {European Conference on Computer Vision},
     title = {Person Re-Identification by Video Ranking},
     year = {2014}
   }

2. CVPR

   Constructing Robust Affinity Graphs for Spectral Clustering

   Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Jul 2014

   Bib PDF Code Poster

   @inproceedings{zhu2014constructing,
     author = {Zhu, Xiatian and Loy, Chen Change and Gong, Shaogang},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
     pages = {1450--1457},
     title = {Constructing Robust Affinity Graphs for Spectral Clustering},
     year = {2014}
   }

2013

1. ICDM

   Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles

   Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang

   In The IEEE International Conference on Data Mining Jul 2013

   Bib PDF

   @inproceedings{zhu2013constrained,
     author = {Zhu, Xiatian and Loy, Chen Change and Gong, Shaogang},
     booktitle = {The IEEE International Conference on Data Mining},
     organization = {IEEE},
     title = {Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles},
     year = {2013}
   }

2. ICCV

   Video Synopsis by Heterogeneous Multi-Source Correlation

   Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang

   In IEEE International Conference on Computer Vision Jul 2013

   Bib PDF Poster

   @inproceedings{zhu2013video,
     author = {Zhu, Xiatian and Loy, Chen Change and Gong, Shaogang},
     booktitle = {IEEE International Conference on Computer Vision},
     organization = {IEEE},
     title = {Video Synopsis by Heterogeneous Multi-Source Correlation},
     year = {2013}
   }

2012

1. BMVC

   Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies

   Zhu, Xiatian, Gong, Shaogang, and Loy, Chen Change

   In British Machine Vision Conference Jul 2012

   Bib PDF Poster

   @inproceedings{zhu2012comparing,
     author = {Zhu, Xiatian and Gong, Shaogang and Loy, Chen Change},
     booktitle = {British Machine Vision Conference},
     title = {Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies},
     year = {2012}
   }