@inproceedings{ng2024PartCraft,title={PartCraft: Crafting Creative Objects by Parts},author={Ng, Kam Woh and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},year={2024},booktitle={European Conference on Computer Vision},}
ECCV
Bayesian Detector Combination for Object Detection with Crowdsourced Annotations
@inproceedings{tan2024BDC,title={Bayesian Detector Combination for Object Detection with Crowdsourced Annotations},author={Tan, Zhi Qin and Isupova, Olga and Carneiro, Gustavo and Zhu, Xiatian and Li, Yunpeng},year={2024},booktitle={European Conference on Computer Vision},}
BMVC
Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders
@inproceedings{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},booktitle={British Machine Vision Conference},year={2024}}
ICLR
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping
Pan, Zijie, Lu, Jiachen, Zhu, Xiatian, and Zhang, Li
In International Conference on Learning Representations 2024
@inproceedings{pan2024enhancing,title={Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping},author={Pan, Zijie and Lu, Jiachen and Zhu, Xiatian and Zhang, Li},booktitle={International Conference on Learning Representations},year={2024},}
CVPR
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
Tang, Song, Su, Wenxin, Ye, Mao, and Zhu, Xiatian
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2024
@inproceedings{tang2024sourcefree,title={Source-Free Domain Adaptation with Frozen Multimodal Foundation Model},author={Tang, Song and Su, Wenxin and Ye, Mao and Zhu, Xiatian},booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},year={2024},}
CVPR-W (Best paper award)
ConceptHash: Interpretable Fine-Grained Hashing with Concept Discovery
Ng, Kam Woh, Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
In Workshop on Fine-Grained Visual Categorization, the IEEE Conference on Computer Vision and Pattern Recognition 2024
@inproceedings{ngconcepthash,title={ConceptHash: Interpretable Fine-Grained Hashing with Concept Discovery},booktitle={Workshop on Fine-Grained Visual Categorization, the IEEE Conference on Computer Vision and Pattern Recognition},author={Ng, Kam Woh and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},year={2024},}
AAAI (oral)
DiffSED: Sound Event Detection with Denoising Diffusion
@inproceedings{bhosale2024diffsed,title={DiffSED: Sound Event Detection with Denoising Diffusion},author={Bhosale, Swapnil and Nag, Sauradip and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},booktitle={AAAI Conference on Artificial Intelligence},year={2024},}
TPAMI
Compressed-SDR to HDR Video Reconstruction
Wang, Hu, Ye, Mao, Zhu, Xiatian, Li, Shuai, Li, Xue, and Zhu, Ce
IEEE Transactions on Pattern Analysis and Machine Intelligence 2024
@article{wang2024HDR,author={Wang, Hu and Ye, Mao and Zhu, Xiatian and Li, Shuai and Li, Xue and Zhu, Ce},journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},title={Compressed-SDR to HDR Video Reconstruction},year={2024},}
@article{yang2024knowledge,author={Yang, Jing and Zhu, Xiatian and Bulat, Adrian and Martinez, Brais and Tzimiropoulos, Georgios},journal={International Journal of Computer Vision},title={Knowledge Distillation Meets Open-Set Semi-Supervised Learning},year={2024}}
IJCV
Vision Transformers: From Semantic Segmentation to Dense Prediction
@article{zhang2024setr-ext,author={Zhang, Li and Lu, Jiachen and Zheng, Sixiao and Zhao, Xinxuan and Zhu, Xiatian and Fu, Yanwei and Xiang, Tao and Feng, Jianfeng},journal={International Journal of Computer Vision},title={Vision Transformers: From Semantic Segmentation to Dense Prediction},year={2024}}
IJCV
Softmax-free linear transformers
Lu, Jiachen, Zhang, Li, Zhang, Junge, Zhu, Xiatian, Feng, Jianfeng, and Xiang, Tao
@article{lu2024soft,author={Lu, Jiachen and Zhang, Li and Zhang, Junge and Zhu, Xiatian and Feng, Jianfeng and Xiang, Tao},journal={International Journal of Computer Vision},title={Softmax-free linear transformers},year={2024}}
@article{Li2024123675,title={lllumination Distribution-Aware Thermal Pedestrian Detection},journal={IEEE Transactionson Intelligent Transportation Systems},year={2024},author={Li, Songtao and Ye, Mao and Ji, Luping and Tang, Song and Gan, Yan and Zhu, Xiatian},}
ESA
A hybrid approach for Android malware detection using improved multi-scale convolutional neural networks and residual networks
@article{FU2024123675,title={A hybrid approach for Android malware detection using improved multi-scale convolutional neural networks and residual networks},journal={Expert Systems with Applications},year={2024},doi={https://doi.org/10.1016/j.eswa.2024.123675},author={Fu, Xingbing and Jiang, Chaofan and Li, Chaorong and Li, Jiangtao and Zhu, Xiatian and Li, Fagen},}
@article{LIU2024123221,title={Shooting condition insensitive unmanned aerial vehicle object detection},journal={Expert Systems with Applications},year={2024},issn={0957-4174},doi={https://doi.org/10.1016/j.eswa.2024.123221},author={Liu, Jie and Cui, Jinzong and Ye, Mao and Zhu, Xiatian and Tang, Song},}
Preprint
FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation
@article{Chen2024FrozenSegHF,title={FrozenSeg: Harmonizing Frozen Foundation Models for Open-Vocabulary Segmentation},author={Chen, Xi and Yang, Haosen and Jin, Sheng and Zhu, Xiatian and Yao, Hongxun},journal={arXiv preprint arXiv:2409.03525},year={2024},}
Preprint
DeepInteraction++: Multi-Modality Interaction for Autonomous Driving
Yang, Zeyu, Song, Nan, Li, Wei, Zhu, Xiatian, Zhang, Li, and Torr, Philip H. S.
@article{yang2024DIext,title={DeepInteraction++: Multi-Modality Interaction for Autonomous Driving},author={Yang, Zeyu and Song, Nan and Li, Wei and Zhu, Xiatian and Zhang, Li and Torr, Philip H. S.},journal={arXiv preprint arXiv:2408.05075},year={2024},}
Preprint
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
@article{AV_GS2024,title={AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis},author={Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiankang and Zhu, Xiatian},journal={arXiv preprint arXiv:2406.08920},year={2024},}
Preprint
Automating the Diagnosis of Human Vision Disorders by Cross-modal 3D Generation
@article{zhang2024automating,title={Automating the Diagnosis of Human Vision Disorders by Cross-modal 3D Generation},author={Zhang, Li and Yang, Yuankun and Xie, Ziyang and Yuan, Zhiyuan and Feng, Jianfeng and Zhu, Xiatian and Jiang, Yu-Gang},year={2024},journal={arXiv preprint arXiv:2405.15239},}
Preprint
Tetrahedron Splatting for 3D Generation
Gu, Chun, Yang, Zeyu, Pan, Zijie, Zhu, Xiatian, and Zhang, Li
@article{gu2024tetrahedron,title={Tetrahedron Splatting for 3D Generation},author={Gu, Chun and Yang, Zeyu and Pan, Zijie and Zhu, Xiatian and Zhang, Li},year={2024},journal={arXiv preprint arXiv:2406.01579},}
Preprint
Proxy Denoising for Source-Free Domain Adaptation
Tang, Song, Su, Wenxin, Ye, Mao, Zhang, Jianwei, and Zhu, Xiatian
@article{tang2024proxy,title={Proxy Denoising for Source-Free Domain Adaptation},author={Tang, Song and Su, Wenxin and Ye, Mao and Zhang, Jianwei and Zhu, Xiatian},journal={arXiv preprint arXiv:2406.01658},year={2024},}
@article{yang2024localized,title={Localized Gaussian Point Management},author={Yang, Haosen and Zhang, Chenhao and Wang, Wenqing and Volino, Marco and Hilton, Adrian and Zhang, Li and Zhu, Xiatian},year={2024},journal={arXiv preprint arXiv:2406.04251},}
Preprint
Diffusion Deepfake
Bhattacharyya, Chaitali, Wang, Hanxiao, Zhang, Feng, Kim, Sungho, and Zhu, Xiatian
@article{Bhattacharyya2024usfda,title={Diffusion Deepfake},author={Bhattacharyya, Chaitali and Wang, Hanxiao and Zhang, Feng and Kim, Sungho and Zhu, Xiatian},year={2024},journal={arXiv preprint arXiv:2404.01579},}
Preprint
Unsupervised Audio-Visual Segmentation with Modality Alignment
@article{bhosale2024unsupervised,title={Unsupervised Audio-Visual Segmentation with Modality Alignment},author={Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Deng, Jiangkang and Zhu, Xiatian},year={2024},journal={arXiv preprint arXiv:2403.14203},}
Preprint
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors
Mondal, Anindya, Nag, Sauradip, Zhu, Xiatian, and Dutta, Anjan
@article{mondal2024omnicount,title={OmniCount: Multi-label Object Counting with Semantic-Geometric Priors},author={Mondal, Anindya and Nag, Sauradip and Zhu, Xiatian and Dutta, Anjan},year={2024},journal={arXiv preprint arXiv:2403.05435},}
Preprint
Unified Source-Free Domain Adaptation
Tang, Song, Su, Wenxin, Ye, Mao, Zhang, Jianwei, and Zhu, Xiatian
@article{tang2024usfda,title={Unified Source-Free Domain Adaptation},author={Tang, Song and Su, Wenxin and Ye, Mao and Zhang, Jianwei and Zhu, Xiatian},year={2024},journal={arXiv preprint arXiv:2403.07601},}
2023
NeurIPS
HeadSculpt: Crafting 3D Head Avatars with Text
Han, Xiao, Cao, Yukang, Han, Kai, Zhu, Xiatian, Deng, Jiankang, Song, Yi-Zhe, Xiang, Tao, and Wong, Kwan-Yee K
In Annual Conference on Neural Information Processing Systems 2023
@inproceedings{han2023headsculpt,title={HeadSculpt: Crafting 3D Head Avatars with Text},author={Han, Xiao and Cao, Yukang and Han, Kai and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao and Wong, Kwan-Yee K},booktitle={Annual Conference on Neural Information Processing Systems},year={2023}}
ICCV
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion
Nag, Sauradip, Zhu, Xiatian, Deng, Jiankang, Song, Yi-Zhe, and Xiang, Tao
In Proceedings of the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{nag2023difftad,author={Nag, Sauradip and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},title={DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},year={2023}}
ICCV
Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion
Han, Xiao, Zhu, Xiatian, Deng, Jiankang, Song, Yi-Zhe, and Xiang, Tao
In Proceedings of the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{Han2023person,author={Han, Xiao and Zhu, Xiatian and Deng, Jiankang and Song, Yi-Zhe and Xiang, Tao},title={Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},year={2023}}
ICCV
Homeomorphism Alignment for Unsupervised Domain Adaptation
Zhou, Lihua, Ye, Mao, Zhu, Xiatian, Xiao, Siying, Fan, Xu-Qian, and Neri, Ferrante
In Proceedings of the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{zhou2023homeomorphism,author={Zhou, Lihua and Ye, Mao and Zhu, Xiatian and Xiao, Siying and Fan, Xu-Qian and Neri, Ferrante},title={Homeomorphism Alignment for Unsupervised Domain Adaptation},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},year={2023}}
ICCV
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change
Xu, Peng, and Zhu, Xiatian
In Proceedings of the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{xu2023deepchange,author={Xu, Peng and Zhu, Xiatian},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},title={DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change},year={2023}}
ICCV-W
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models
@inproceedings{pan2023retrieving,title={Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models},author={Pan, Junting and Lin, Ziyi and Ge, Yuying and Zhu, Xiatian and Zhang, Renrui and Wang, Yi and Qiao, Yu and Li, Hongsheng},booktitle={What is Next in Multimodal Foundation Models workshop, the IEEE/CVF International Conference on Computer Vision},year={2023}}
ICCV-W
Actor-agnostic Multi-Label Action Recognition with Multi-modal Query
Mondal, Anindya, Nag, Sauradip, Prada, Joaquin M., Zhu, Xiatian, and Dutta, Anjan
In New Ideas in Vision Transformers workshop, the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{mondal2023actor,title={Actor-agnostic Multi-Label Action Recognition with Multi-modal Query},author={Mondal, Anindya and Nag, Sauradip and Prada, Joaquin M. and Zhu, Xiatian and Dutta, Anjan},booktitle={New Ideas in Vision Transformers workshop, the IEEE/CVF International Conference on Computer Vision},year={2023}}
ICCV-W
Unsupervised Audio-Visual Segmentation with Frozen Foundation Models
Bhosale, Swapnil, Yang, Haosen, Kanojia, Diptesh, and Zhu, Xiatian
In AV4D: Visual Learning of Sounds in Spaces workshop, the IEEE/CVF International Conference on Computer Vision 2023
@inproceedings{Bhosale2023UAVS,title={Unsupervised Audio-Visual Segmentation with Frozen Foundation Models},author={Bhosale, Swapnil and Yang, Haosen and Kanojia, Diptesh and Zhu, Xiatian},booktitle={AV4D: Visual Learning of Sounds in Spaces workshop, the IEEE/CVF International Conference on Computer Vision},year={2023}}
CVPR
Generative Semantic Segmentation
Chen, Jiaqi, Lu, Jiachen, Zhu, Xiatian, and Zhang, Li
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
@inproceedings{chen2023gss,title={Generative Semantic Segmentation},author={Chen, Jiaqi and Lu, Jiachen and Zhu, Xiatian and Zhang, Li},booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},year={2023},}
CVPR (Highlight)
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
Han, Xiao, Zhu, Xiatian, Yu, Licheng, Zhang, Li, Song, Yi-Zhe, and Xiang, Tao
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
@inproceedings{han2023fame,title={FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks},author={Han, Xiao and Zhu, Xiatian and Yu, Licheng and Zhang, Li and Song, Yi-Zhe and Xiang, Tao},booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},year={2023},}
CVPR
Post-Processing Temporal Action Detection
Nag, Sauradip, Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2023
@inproceedings{nag2022post,author={Nag, Sauradip and Zhu, Xiatian and Song, Yi-Zhe and Xiang, Tao},title={Post-Processing Temporal Action Detection},booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},year={2023},}
IJCAI
Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation
He, Qichen, Xiao, Siying, Ye, Mao, Zhu, Xiatian, Neri, Ferrante, and Hou, Dongde
In International Joint Conference on Artificial Intelligence 2023
@inproceedings{he2023uda,author={He, Qichen and Xiao, Siying and Ye, Mao and Zhu, Xiatian and Neri, Ferrante and Hou, Dongde},title={Independent Feature Decomposition and Instance Alignment for Unsupervised
Domain Adaptation},booktitle={International Joint Conference on Artificial Intelligence},year={2023}}
BMVC (Oral)
Unsupervised Hashing via Similarity Distribution Calibration
Ng, Kam Woh, Zhu, Xiatian, Hoe, Jiun Tian, Chan, Chee Seng, Zhang, Tianyu, Song, Yi-Zhe, and Xiang, Tao
In Proceedings of British Machine Vision Conference 2023
@inproceedings{ng2023unsupervised,author={Ng, Kam Woh and Zhu, Xiatian and Hoe, Jiun Tian and Chan, Chee Seng and Zhang, Tianyu and Song, Yi-Zhe and Xiang, Tao},booktitle={Proceedings of British Machine Vision Conference},title={Unsupervised Hashing via Similarity Distribution Calibration},year={2023}}
IC-NIDC (best paper award)
Vision-Language Assisted Attribute Learning
Liang, Kongming, Wang, Xinran, Wang, Rui, Gao, Donghui, Jin, Ling, Liu, Weidong, Zhu, Xiatian, Ma, Zhanyu, and Guo, Jun
In IEEE International Conference on Network Intelligence and Digital Content 2023
@inproceedings{he2023udb,author={Liang, Kongming and Wang, Xinran and Wang, Rui and Gao, Donghui and Jin, Ling and Liu, Weidong and Zhu, Xiatian and Ma, Zhanyu and Guo, Jun},title={Vision-Language Assisted Attribute Learning},booktitle={IEEE International Conference on Network Intelligence and Digital Content},year={2023}}
IC-NIDC
Unsupervised Long-Term Person Re-Identification with Clothes Change
Li, Mingkun, Cheng, Shupeng, Xu, Peng, Zhu, Xiatian, Li, Chunguang, and Guo, Jun
In Proceedings of the IEEE International Conference on Network Intelligence and Digital Content 2023
@inproceedings{li2023unsupervised,author={Li, Mingkun and Cheng, Shupeng and Xu, Peng and Zhu, Xiatian and Li, Chunguang and Guo, Jun},booktitle={Proceedings of the IEEE International Conference on Network Intelligence and Digital Content},title={Unsupervised Long-Term Person Re-Identification with Clothes Change},year={2023}}
TPAMI
Multimodal Learning with Transformers: A Survey
Xu, Peng, Zhu, Xiatian, and Clifton, David A
IEEE Transactions on Pattern Analysis and Machine Intelligence 2023
@article{xu2023multimodal,author={Xu, Peng and Zhu, Xiatian and Clifton, David A},journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},title={Multimodal Learning with Transformers: A Survey},year={2023}}
IJCV
Source-free Domain Adaptation via Target Prediction Distribution Searching
Tang, Song, Chang, An, Fabian, Zhang, Zhu, Xiatian, Ye, Mao, and Zhang, Changshui
@article{tang2023sfda,author={Tang, Song and Chang, An and Fabian, Zhang and Zhu, Xiatian and Ye, Mao and Zhang, Changshui},journal={International Journal of Computer Vision},title={Source-free Domain Adaptation via Target Prediction Distribution Searching},year={2023}}
PR
Source-free domain adaptation with Class Prototype Discovery
Zhou, Lihua, Li, Nianxin, Ye, Mao, Zhu, Xiatian, and Tang, Song
@article{ZHOU2023109974,title={Source-free domain adaptation with Class Prototype Discovery},journal={Pattern Recognition},year={2023},author={Zhou, Lihua and Li, Nianxin and Ye, Mao and Zhu, Xiatian and Tang, Song}}
TCSVT
Adaptive Mutual Learning for Unsupervised Domain Adaptation
Zhou, Lihua, Xiao, Siying, Ye, Mao, Zhu, Xiatian, and Li, Shuaifeng
IEEE Transactions on Circuits and Systems for Video Technology 2023
@article{zhou22aml,title={Adaptive Mutual Learning for Unsupervised Domain Adaptation},author={Zhou, Lihua and Xiao, Siying and Ye, Mao and Zhu, Xiatian and Li, Shuaifeng},journal={IEEE Transactions on Circuits and Systems for Video Technology},year={2023}}
NC
Uncertainty-aware pseudo-label filtering for source-free unsupervised domain adaptation
@article{CHEN2023127190,title={Uncertainty-aware pseudo-label filtering for source-free unsupervised domain adaptation},journal={Neurocomputing},year={2023},issn={0925-2312},author={Chen, Xi and Yang, Haosen and Zhang, Huicong and Yao, Hongxun and Zhu, Xiatian}}
NeurIPS-W
Adaptive-Labeling for Enhancing Remote Sensing Cloud Understanding
@article{gala2023adaptive,title={Adaptive-Labeling for Enhancing Remote Sensing Cloud Understanding},author={Gala, Jay and Nag, Sauradip and Huang, Huichou and Liu, Ruirui and Zhu, Xiatian},journal={Tackling Climate Change with Machine Learning: workshop at NeurIPS},year={2023}}
NeurIPS-W
Typhoon Intensity Prediction with Vision Transformer
@article{chen2023typhoon,title={Typhoon Intensity Prediction with Vision Transformer},author={Chen, Huanxin and Yin, Pengshuai and Huang, Huichou and Wu, Qingyao and Liu, Ruirui and Zhu, Xiatian},journal={Tackling Climate Change with Machine Learning: workshop at NeurIPS},year={2023}}
Preprint
Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering
Chen, Yurui, Gu, Chun, Jiang, Junzhe, Zhu, Xiatian, and Zhang, Li
@article{chen2023periodic,title={Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering},author={Chen, Yurui and Gu, Chun and Jiang, Junzhe and Zhu, Xiatian and Zhang, Li},year={2023},journal={arXiv preprint arXiv:2311.18561},}
@article{yang2023recognize,title={Recognize Any Regions},journal={arXiv preprint arXiv:2311.01373},author={Yang, Haosen and Ma, Chuofan and Wen, Bin and Jiang, Yi and Yuan, Zehuan and Zhu, Xiatian},year={2023},}
Preprint
Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting
Yang, Zeyu, Yang, Hongye, Pan, Zijie, Zhu, Xiatian, and Zhang, Li
@article{yang20234dgs,author={Yang, Zeyu and Yang, Hongye and Pan, Zijie and Zhu, Xiatian and Zhang, Li},journal={arXiv preprint arXiv:2310.10642},title={Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting},year={2023}}
Preprint
Preconditioned Score-based Generative Models
Zhang, Li, Ma, Hengyuan, Zhu, Xiatian, and Feng, Jianfeng
@article{zhang2023preconditioned,author={Zhang, Li and Ma, Hengyuan and Zhu, Xiatian and Feng, Jianfeng},journal={arXiv preprint arXiv:2302.06504},title={Preconditioned Score-based Generative Models},year={2023}}
Preprint
PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Clouds
Nag, Sauradip, Qi, Anran, Zhu, Xiatian, and Shamir, Ariel
@article{qi2023personaltailor,title={PersonalTailor: Personalizing 2D Pattern Design from 3D Garment Point Clouds},author={Nag, Sauradip and Qi, Anran and Zhu, Xiatian and Shamir, Ariel},journal={arXiv preprint arXiv:2303.09695},year={2023}}
AAAI
PolarFormer: Multi-camera 3D Object Detection with Polar Transformers
@inproceedings{jiang2023polarformer,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
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
@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}}
NeurIPS
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
@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}}
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
@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}}
@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}}
Preprint
Accelerating Score-based Generative Models for High-Resolution Image Synthesis
@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}}
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
@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}}
ECCV
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
@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}}
ECCV
Learning Ego 3D Representation as Ray Tracing
Lu, Jiachen, Zhou, Zheyuan, Zhu, Xiatian, Xu, Hang, and Zhang, Li
@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}}
ECCV
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling
Ma, Hengyuan, Zhang, Li, Zhu, Xiatian, and Feng, Jianfeng
@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}}
ECCV
Temporal Action Detection with Global Segmentation Mask Learning
Nag, Sauradip, Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
@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}}
ECCV
Semi-Supervised Temporal Action Detection with Proposal-Free Masking
Nag, Sauradip, Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
@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}}
ECCV
Zero-Shot Temporal Action Detection via Vision-Language Prompting
Nag, Sauradip, Zhu, Xiatian, Song, Yi-Zhe, and Xiang, Tao
@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}}
@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}}
ECCV
SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
Escorcia, Victor, Guerrero, Ricardo, Zhu, Xiatian, and Martinez, Brais
@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}}
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
@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}}
ACM MM
Structure-Preserving Motion Estimation for Learned Video Compression
Gao, Han, Cui, Jinzhong, Ye, Mao, Li, Shuai, Zhao, Yu, and Zhu, Xiatian
@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}}
ACM MM
Class Discriminative Adversarial Learning for Unsupervised Domain Adaptation
Zhou, Lihua, Ye, Mao, Zhu, Xiatian, Li, Shuaifeng, and Liu, Yiguang
@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}}
PR
Few-shot Website Fingerprinting attack with Meta-Bias Learning
@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}}
PR
Unsupervised cross-domain person re-identification by instance and distribution alignment
@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}}
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
@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}}
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
@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}}
PR
Low-resolution human pose estimation
Wang, Chen, Zhang, Feng, Zhu, Xiatian, and Ge, Shuzhi Sam
@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}}
PR
Learning hybrid ranking representation for person re-identification
@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}}
IJCV
Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification
@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
Few-shot website fingerprinting attack
Chen, Mantun, Wang, Yongjun, Xu, Hongzuo, and Zhu, Xiatian
@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}}
Few-shot website fingerprinting attack with data augmentation
Chen, Mantun, Wang, Yongjun, Qin, Zhiquan, and Zhu, Xiatian
@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}}
TIP
Global aggregation then local distribution for scene parsing
Li, Xiangtai, Zhang, Li, Cheng, Guangliang, Yang, Kuiyuan, Tong, Yunhai, Zhu, Xiatian, and Xiang, Tao
@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}}
PR
Hierarchical distillation learning for scalable person search
@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}}
Preprint
Unsupervised Noisy Tracklet Person Re-identification
@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}}
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
@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}}
NeurIPS (Spotlight)
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
In Annual Conference on Neural Information Processing Systems Jun 2021
@inproceedings{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},booktitle={Annual Conference on Neural Information Processing Systems},pages={21297--21309},title={SOFT: softmax-free transformer with linear complexity},volume={34},year={2021}}
BMVC
Few-shot temporal action localization with query adaptive transformer
@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}}
CVIU
Multi-perspective cross-class domain adaptation for open logo detection
@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}}
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
@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}}
NeurIPS
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization
@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}}
@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}}
CVPR
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
@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}}
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
@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}}
@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
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
@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}}
WACV
Characteristic Regularisation for Super-Resolving Face Images
Cheng, Zhiyi, Zhu, Xiatian, and Gong, Shaogang
In Proceedings of IEEE Winter Conference on Applications of Computer Vision Jun 2020
@inproceedings{cheng2020characteristic,author={Cheng, Zhiyi and Zhu, Xiatian and Gong, Shaogang},booktitle={Proceedings of IEEE Winter Conference on Applications of Computer Vision},title={Characteristic Regularisation for Super-Resolving Face Images},year={2020}}
PR
Face re-identification challenge: Are face recognition models good enough?
@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}}
CVPR (Oral)
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
@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}}
ICCV-W
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
@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}}
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
@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}}
AAAI
Unsupervised Deep Learning via Affinity Diffusion
Huang, Jiabo, Dong, Qi, Gong, Shaogang, and Zhu, Xiatian
In AAAI Conference on Artificial Intelligence Jun 2020
@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}}
AAAI
Neural Graph Embedding for Neural Architecture Search
Li, Wei, Gong, Shaogang, and Zhu, Xiatian
In AAAI Conference on Artificial Intelligence Jun 2020
@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}}
IJCV
Scalable Person Re-Identification by Harmonious Attention
@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}}
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
@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}}
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
@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}}
Patent
Target Re-Identification
Gong, Shaogang, Zhu, Xiatian, Wang, Hanxiao, and Lan, Xu
@misc{shaogang2020target,author={Gong, Shaogang and Zhu, Xiatian and Wang, Hanxiao and Lan, Xu},month=jul,note={US Patent App. 16/631,629},title={Target Re-Identification},year={2020}}
@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}}
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
@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}}
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
@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
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
@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}}
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
@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}}
ICML
Unsupervised Deep Learning by Neighbourhood Discovery
Huang, Jiabo, Dong, Qi, Gong, Shaogang, and Zhu, Xiatian
In International Conference on Machine Learning Jul 2019
@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}}
@article{lan2019universal,author={Lan, Xu and Zhu, Xiatian and Gong, Shaogang},journal={arXiv preprint arXiv:1907.09511},title={Universal person re-identification},year={2019}}
TPAMI
Unsupervised Tracklet Person Re-Identification
Li, Minxian, Zhu, Xiatian, and Gong, Shaogang
IEEE Transactions on Pattern Analysis and Machine Intelligence Jul 2019
@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}}
ICIP
Person Re-Identification by Ranking Ensemble Representations
Wu, Guile, Zhu, Xiatian, and Gong, Shaogang
In IEEE International Conference on Image Processing Jul 2019
@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}}
BMVC
Spatio-Temporal Associative Representation for Video Person Re-Identification
@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}}
Efficient human pose estimation in hierarchical context
@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}}
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
@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}}
ICCV-W
Intra-Camera Supervised Person Re-Identification: A New Benchmark
@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
BMVC
Deep Association Learning for Unsupervised Video Person Re-Identification
@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}}
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
@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}}
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
@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}}
@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}}
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
@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}}
AAAI
Single-Label Multi-Class Image Classification by Deep Logistic Regression
Dong, Qi, Zhu, Xiatian, and Gong, Shaogang
In Proceedings of AAAI Conference on Artificial Intelligence Jul 2018
@inproceedings{dong2018single,author={Dong, Qi and Zhu, Xiatian and Gong, Shaogang},booktitle={Proceedings of AAAI Conference on Artificial Intelligence},title={Single-Label Multi-Class Image Classification by Deep Logistic Regression},year={2018}}
@inproceedings{jiao2018deep,author={Jiao, Jiening and Zheng, Wei-Shi and Wu, Ancong and Zhu, Xiatian and Gong, Shaogang},booktitle={Proceedings of AAAI Conference on Artificial Intelligence},title={Deep Low-Resolution Person Re-Identification},year={2018}}
GCPR
Vehicle Re-Identification in Context
Kanaci, Aytac, Zhu, Xiatian, and Gong, Shaogang
In Proceedings of The German Conference on Pattern Recognition Jul 2018
@inproceedings{kanaci2018vehicle,author={Kanaci, Aytac and Zhu, Xiatian and Gong, Shaogang},booktitle={Proceedings of The German Conference on Pattern Recognition},title={Vehicle Re-Identification in Context},year={2018}}
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
@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}}
ECCV
Person Search by Multi-Scale Matching
Lan, Xu, Zhu, Xiatian, and Gong, Shaogang
In European Conference on Computer Vision Jul 2018
@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}}
@inproceedings{lan2018self,author={Lan, Xu and Zhu, Xiatian and Gong, Shaogang},booktitle={Asian Conference on Computer Vision},title={Self-Referenced Deep Learning},year={2018}}
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
@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}}
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
@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}}
@inproceedings{su2018open,author={Su, Hang and Zhu, Xiatian and Gong, Shaogang},booktitle={British Machine Vision Conference},title={Open Logo Detection Challenge},year={2018}}
IJCV
Person Re-Identification in Identity Regression Space
Wang, Hanxiao, Zhu, Xiatian, Gong, Shaogang, and Xiang, Tao
@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}}
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
@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}}
TIP
Fast Open-World Person Re-Identification
Zhu, Xiatian, Wu, Botong, Huang, Dongcheng, and Zheng, Wei-Shi
@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
ICCV-W
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
@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}}
ICCV
Class Rectification Hard Mining for Imbalanced Deep Learning
Dong, Qi, Gong, Shaogang, and Zhu, Xiatian
In Proceedings of IEEE International Conference on Computer Vision Jul 2017
@inproceedings{dong2017class,author={Dong, Qi and Gong, Shaogang and Zhu, Xiatian},booktitle={Proceedings of IEEE International Conference on Computer Vision},title={Class Rectification Hard Mining for Imbalanced Deep Learning},year={2017}}
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
@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}}
BMVC-W
Vehicle Re-Identification by Fine-Grained Cross-Level Deep Learning
Kanacı, Aytaç, Zhu, Xiatian, and Gong, Shaogang
In Workshop at British Machine Vision Conference Jul 2017
@inproceedings{kanaci2017vehicle,author={Kanac{\i}, Ayta{\c{c}} and Zhu, Xiatian and Gong, Shaogang},booktitle={Workshop at British Machine Vision Conference},title={Vehicle Re-Identification by Fine-Grained Cross-Level Deep Learning},year={2017}}
BMVC
Deep Reinforcement Learning Attention Selection for Person Re-Identification
Lan, Xu, Wang, Hanxiao, Gong, Shaogang, and Zhu, Xiatian
In Proceedings of British Machine Vision Conference Jul 2017
@inproceedings{lan2017deep,author={Lan, Xu and Wang, Hanxiao and Gong, Shaogang and Zhu, Xiatian},booktitle={Proceedings of British Machine Vision Conference},title={Deep Reinforcement Learning Attention Selection for Person Re-Identification},year={2017}}
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
@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}}
PR
Person Re-Identification by Unsupervised Video Matching
@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}}
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
@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}}
ICCV-W
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
author = {Su, Hang and Gong, Shaogang and Zhu, Xiatian},booktitle = {Workshop of IEEE International Conference on Computer Vision},pages = {270--279},year = {2017}}
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
@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}}
AI
Discovering Visual Concept Structure with Sparse and Incomplete Tags
@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
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
@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}}
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
@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}}
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
@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}}
AAAI
Video Semantic Clustering with Sparse and Incomplete Tags
Wang, Jingya, Zhu, Xiatian, and Gong, Shaogang
In AAAI Conference on Artificial Intelligence Jul 2016
@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}}
IJCV
Learning from Multiple Sources for Video Summarisation
Zhu, Xiatian, Loy, Chen Change, and Gong, Shaogang
@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}}
PhD Thesis
Semantic Structure Discovery in Surveillance Videos
@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
ECCV
Person Re-Identification by Video Ranking
Wang, Taiqing, Gong, Shaogang, Zhu, Xiatian, and Wang, Shengjin
In European Conference on Computer Vision Jul 2014
@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}}
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
@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
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
@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}}
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
@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
BMVC
Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies
Zhu, Xiatian, Gong, Shaogang, and Loy, Chen Change
@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}}