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Few-shot Action Recognition with Prototype-centered Attentive Learning

Jan 20, 2021
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martinez, Tao Xiang

* 10 pages, 4 figures 

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Unsupervised Noisy Tracklet Person Re-identification

Jan 16, 2021
Minxian Li, Xiatian Zhu, Shaogang Gong

* was submitted to ICCV2019 

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

Dec 31, 2020
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

* project page at https://fudan-zvg.github.io/SETR/ 

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Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering

Dec 08, 2020
Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen

* Journal extension of our preliminary CVPR conference paper, under review, 16 pages, 8 figures, 12 tables 

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Boundary-sensitive Pre-training for Temporal Localization in Videos

Nov 24, 2020
Mengmeng Xu, Juan-Manuel Perez-Rua, Victor Escorcia, Brais Martinez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

* 11 pages, 4 figures 

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Egocentric Action Recognition by Video Attention and Temporal Context

Jul 03, 2020
Juan-Manuel Perez-Rua, Antoine Toisoul, Brais Martinez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang

* EPIC-Kitchens [email protected] 2020 

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Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention

Apr 02, 2020
Juan-Manuel Perez-Rua, Brais Martinez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang


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Joint COCO and Mapillary Workshop at ICCV 2019 Keypoint Detection Challenge Track Technical Report: Distribution-Aware Coordinate Representation for Human Pose Estimation

Mar 13, 2020
Hanbin Dai, Liangbo Zhou, Feng Zhang, Zhengyu Zhang, Hong Hu, Xiatian Zhu, Mao Ye

* arXiv admin note: substantial text overlap with arXiv:1910.06278 

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Incremental Few-Shot Object Detection

Mar 12, 2020
Juan-Manuel Perez-Rua, Xiatian Zhu, Timothy Hospedales, Tao Xiang

* CVPR 2020 

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Intra-Camera Supervised Person Re-Identification

Feb 12, 2020
Xiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong

* 16 pages 

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Characteristic Regularisation for Super-Resolving Face Images

Dec 30, 2019
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong

* Accepted by WACV2020 

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Learning Generalisable Omni-Scale Representations for Person Re-Identification

Oct 15, 2019
Kaiyang Zhou, Xiatian Zhu, Yongxin Yang, Andrea Cavallaro, Tao Xiang

* Extension of conference version: arXiv:1905.00953. Source code: https://github.com/KaiyangZhou/deep-person-reid 

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Distribution-Aware Coordinate Representation for Human Pose Estimation

Oct 14, 2019
Feng Zhang, Xiatian Zhu, Hanbin Dai, Mao Ye, Ce Zhu

* Results on the COCO keypoint detection challenge: 78.9% AP on the test-dev set (Top-1 in the leaderbord by 12 Oct 2019) and 76.4% AP on the test-challenge set. Project page: https://ilovepose.github.io/coco 

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

Aug 27, 2019
Xiangping Zhu, Xiatian Zhu, Minxian Li, Vittorio Murino, Shaogang Gong

* 9 pages, 3 figures, accepted by ICCV Workshop on Real-World Recognition from Low-Quality Images and Videos, 2019 

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Universal Person Re-Identification

Jul 22, 2019
Xu Lan, Xiatian Zhu, Shaogang Gong


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Unsupervised Deep Learning by Neighbourhood Discovery

May 30, 2019
Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu

* 36th International Conference on Machine Learning (ICML'19). Code is available at https://github.com/Raymond-sci/AND 

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Unsupervised Tracklet Person Re-Identification

Mar 01, 2019
Minxian Li, Xiatian Zhu, Shaogang Gong

* Accepted to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence. The new dataset is publicly available at https://github.com/liminxian/DukeMTMC-SI-Tracklet 

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Low-Resolution Face Recognition

Nov 21, 2018
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong


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

Nov 20, 2018
Qi Dong, Xiatian Zhu, Shaogang Gong

* Accepted by AAAI-19 

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Self-Referenced Deep Learning

Nov 19, 2018
Xu Lan, Xiatian Zhu, Shaogang Gong

* To Appear in Asian Conference on Computer Vision 2018 

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Fast Human Pose Estimation

Nov 13, 2018
Feng Zhang, Xiatian Zhu, Mao Ye


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Open Logo Detection Challenge

Sep 27, 2018
Hang Su, Xiatian Zhu, Shaogang Gong

* Accepted by BMVC 2018. The QMUL-OpenLogo benchmark is publicly available at: qmul-openlogo.github.io 

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Vehicle Re-Identification in Context

Sep 26, 2018
Aytaç Kanacı, Xiatian Zhu, Shaogang Gong

* Dataset available at: http://qmul-vric.github.io. To appear on German Conference on Pattern Recognition (GCPR) 2018 

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Knowledge Distillation by On-the-Fly Native Ensemble

Sep 08, 2018
Xu Lan, Xiatian Zhu, Shaogang Gong

* To appear in NIPS2018 

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Unsupervised Person Re-identification by Deep Learning Tracklet Association

Sep 08, 2018
Minxian Li, Xiatian Zhu, Shaogang Gong

* ECCV 2018 Oral 

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Surveillance Face Recognition Challenge

Aug 29, 2018
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong

* The QMUL-SurvFace challenge is publicly available at https://qmul-survface.github.io/ 

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Deep Association Learning for Unsupervised Video Person Re-identification

Aug 22, 2018
Yanbei Chen, Xiatian Zhu, Shaogang Gong

* Accepted by BMVC2018 

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