Publications

(10 CVPR, 7 ICCV, 13 ECCV, 1 ICML, 6 NeurIPS, 8 AAAI, 2 IJCAI, 2 ACM MM; 6 TPAMI, 5 IJCV, 8 PR, 2 TIP, 1 TNNLS, 1 AI)

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

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
  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
  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
  4. PR
    Neural Operator Search
    Li, Wei, Gong, Shaogang, and Zhu, Xiatian
    Pattern Recognition 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
  6. Preprint
    Post-Processing Temporal Action Detection
    Nag, Sauradip,  Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
    arXiv 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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  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
  21. Preprint
    Multimodal Learning with Transformers: A Survey
    Xu, Peng,  Zhu, Xiatian, and Clifton, David A
    arXiv preprint arXiv:2206.06488 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
  23. PR
    Few-shot Website Fingerprinting attack with Meta-Bias Learning
    Chen, Mantun, Wang, Yongjun, and Zhu, Xiatian
    Pattern Recognition 2022
  24. PR
    Unsupervised cross-domain person re-identification by instance and distribution alignment
    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang
    Pattern Recognition 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
  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
  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
  28. PR
    Low-resolution human pose estimation
    Wang, Chen, Zhang, Feng,  Zhu, Xiatian, and Ge, Shuzhi Sam
    Pattern Recognition Jun 2022
  29. PR
    Learning hybrid ranking representation for person re-identification
    Wu, Guile,  Zhu, Xiatian, and Gong, Shaogang
    Pattern Recognition Jun 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

2021

  1. Few-shot website fingerprinting attack
    Chen, Mantun, Wang, Yongjun, Xu, Hongzuo, and Zhu, Xiatian
    Computer Networks Jun 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
  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
  4. PR
    Hierarchical distillation learning for scalable person search
    Li, Wei, Gong, Shaogang, and Zhu, Xiatian
    Pattern Recognition Jun 2021
  5. Preprint
    Unsupervised Noisy Tracklet Person Re-identification
    Li, Minxian,  Zhu, Xiatian, and Gong, Shaogang
    arXiv preprint arXiv:2101.06391 Jun 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
  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
  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
  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
  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
  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
  12. Preprint
    Deepchange: A large long-term person re-identification benchmark with clothes change
    Xu, Peng, and Zhu, Xiatian
    arXiv e-prints Jun 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
  14. Preprint
    Single Person Pose Estimation: A Survey
    Zhang, Feng,  Zhu, Xiatian, and Wang, Chen
    arXiv preprint arXiv:2109.10056 Jun 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
  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
  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

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
  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
  3. PR
    Face re-identification challenge: Are face recognition models good enough?
    Cheng, Zhiyi,  Zhu, Xiatian, and Gong, Shaogang
    Pattern Recognition Jun 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
  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
  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
  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
  8. AAAI
    Neural Graph Embedding for Neural Architecture Search
    Li, Wei, Gong, Shaogang, and Zhu, Xiatian
    In AAAI Conference on Artificial Intelligence Jun 2020
  9. IJCV
    Scalable Person Re-Identification by Harmonious Attention
    Li, Wei,  Zhu, Xiatian, and Gong, Shaogang
    International Journal of Computer Vision Jun 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
  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
  12. Patent
    Target Re-Identification
    Shaogang, GONG, Xiatian, ZHU, Hanxiao, WANG, and Xu, LANG
    Jul 2020
  13. PR
    Scalable Logo Detection by Self Co-learning
    Su, Hang, Gong, Shaogang, and Zhu, Xiatian
    Pattern Recognition Jul 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
  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

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
  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
  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
  4. Preprint
    Universal person re-identification
    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang
    arXiv preprint arXiv:1907.09511 Jul 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
  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
  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
  8. Efficient human pose estimation in hierarchical context
    Zhang, Feng,  Zhu, Xiatian, and Ye, Mao
    IEEE Access Jul 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
  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

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
  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
  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
  4. ACCV
    Low-Resolution Face Recognition
    Cheng, Zhiyi,  Zhu, Xiatian, and Gong, Shaogang
    In Asian Conference on Computer Vision Jul 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
  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
  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
  8. GCPR
    Vehicle Re-Identification in Context
    Kanaci, Aytac,  Zhu, Xiatian, and Gong, Shaogang
    In The German Conference on Pattern Recognition Jul 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
  10. ECCV
    Person Search by Multi-Scale Matching
    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang
    In European Conference on Computer Vision Jul 2018
  11. ACCV
    Self-Referenced Deep Learning
    Lan, Xu,  Zhu, Xiatian, and Gong, Shaogang
    In Asian Conference on Computer Vision Jul 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
  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
  14. BMVC
    Open Logo Detection Challenge
    Su, Hang,  Zhu, Xiatian, and Gong, Shaogang
    In British Machine Vision Conference Jul 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
  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
  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

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
  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
  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
  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
  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
  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
  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
  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
  9. 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
  10. AI
    Discovering Visual Concept Structure with Sparse and Incomplete Tags
    Wang, Jingya,  Zhu, Xiatian, and Gong, Shaogang
    Artificial Intelligence Jul 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
  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
  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
  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
  5. IJCV
    Learning from Multiple Sources for Video Summarisation
    Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang
    International Journal of Computer Vision Jul 2016
  6. PhD Thesis
    Semantic Structure Discovery in Surveillance Videos
    Zhu, Xiatian
    Jul 2016

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

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
  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

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
  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

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