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2020 – today
- 2022
[j75]Wei-Shi Zheng
, Jincheng Hong, Jiening Jiao, Ancong Wu, Xiatian Zhu, Shaogang Gong, Jiayin Qin, Jianhuang Lai:
Joint Bilateral-Resolution Identity Modeling for Cross-Resolution Person Re-Identification. Int. J. Comput. Vis. 130(1): 136-156 (2022)- [j74]Guile Wu, Xiatian Zhu, Shaogang Gong:
Learning hybrid ranking representation for person re-identification. Pattern Recognit. 121: 108239 (2022) - [j73]Xu Lan, Xiatian Zhu, Shaogang Gong:
Unsupervised cross-domain person re-identification by instance and distribution alignment. Pattern Recognit. 124: 108514 (2022) - [i63]Pan Li, Yanwei Fu, Shaogang Gong:
A Framework of Meta Functional Learning for Regularising Knowledge Transfer. CoRR abs/2203.14840 (2022) - 2021
- [j72]Hang Su, Shaogang Gong, Xiatian Zhu:
Multi-perspective cross-class domain adaptation for open logo detection. Comput. Vis. Image Underst. 204: 103156 (2021) - [j71]Xiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong:
Intra-Camera Supervised Person Re-Identification. Int. J. Comput. Vis. 129(5): 1580-1595 (2021) - [j70]Wei Li, Shaogang Gong, Xiatian Zhu:
Hierarchical distillation learning for scalable person search. Pattern Recognit. 114: 107862 (2021) - [j69]Qingze Yin, Guan'an Wang, Guodong Ding, Shaogang Gong, Zhenmin Tang:
Multi-View Label Prediction for Unsupervised Learning Person Re-Identification. IEEE Signal Process. Lett. 28: 1390-1394 (2021) - [j68]Paolo Spagnolo, Hamid Aghajan, George Bebis, Shaogang Gong, Amy Loutfi, Leonid Sigal, Wei-Shi Zheng:
Guest Editorial Introduction to the Special Issue on Large-Scale Visual Sensor Networks: Architectures and Applications. IEEE Trans. Circuits Syst. Video Technol. 31(4): 1249-1252 (2021) - [c228]Guile Wu, Shaogang Gong:
Generalising without Forgetting for Lifelong Person Re-Identification. AAAI 2021: 2889-2897 - [c227]Guile Wu, Shaogang Gong:
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification. AAAI 2021: 2898-2906 - [c226]Guile Wu, Shaogang Gong:
Peer Collaborative Learning for Online Knowledge Distillation. AAAI 2021: 10302-10310 - [c225]Guile Wu, Shaogang Gong, Pan Li:
Striking a Balance between Stability and Plasticity for Class-Incremental Learning. ICCV 2021: 1104-1113 - [c224]Guile Wu, Shaogang Gong:
Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation. ICCV 2021: 6464-6473 - [c223]Jiabo Huang, Yang Liu, Shaogang Gong, Hailin Jin:
Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation. ICCV 2021: 7179-7188 - [c222]Pan Li, Da Li, Wei Li, Shaogang Gong, Yanwei Fu, Timothy M. Hospedales:
A Simple Feature Augmentation for Domain Generalization. ICCV 2021: 8866-8875 - [c221]Pan Li, Guile Wu, Shaogang Gong, Xu Lan:
Semi-Supervised Few-Shot Learning with Pseudo Label Refinement. ICME 2021: 1-6 - [c220]Pan Li, Yanwei Fu, Shaogang Gong:
Regularising Knowledge Transfer by Meta Functional Learning. IJCAI 2021: 2687-2693 - [i62]Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Noisy Tracklet Person Re-identification. CoRR abs/2101.06391 (2021) - [i61]Jiabo Huang, Shaogang Gong:
Deep Clustering by Semantic Contrastive Learning. CoRR abs/2103.02662 (2021) - [i60]Jiabo Huang, Yang Liu, Shaogang Gong, Hailin Jin:
Cross-Sentence Temporal and Semantic Relations in Video Activity Localisation. CoRR abs/2107.11443 (2021) - [i59]Shitong Sun, Guile Wu, Shaogang Gong:
Decentralised Person Re-Identification with Selective Knowledge Aggregation. CoRR abs/2110.11384 (2021) - [i58]Qilei Li, Jiabo Huang, Shaogang Gong:
Local-Global Associative Frame Assemble in Video Re-ID. CoRR abs/2110.12018 (2021) - [i57]Pan Li, Shaogang Gong, Yanwei Fu, Chengjie Wang:
Ranking Distance Calibration for Cross-Domain Few-Shot Learning. CoRR abs/2112.00260 (2021) - 2020
- [j67]Wei Li, Xiatian Zhu, Shaogang Gong:
Scalable Person Re-Identification by Harmonious Attention. Int. J. Comput. Vis. 128(6): 1635-1653 (2020) - [j66]Ancong Wu, Wei-Shi Zheng, Shaogang Gong, Jianhuang Lai:
RGB-IR Person Re-identification by Cross-Modality Similarity Preservation. Int. J. Comput. Vis. 128(6): 1765-1785 (2020) - [j65]Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Tracklet Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 42(7): 1770-1782 (2020) - [j64]Hang Su, Shaogang Gong, Xiatian Zhu:
Scalable logo detection by self co-learning. Pattern Recognit. 97 (2020) - [j63]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Face re-identification challenge: Are face recognition models good enough? Pattern Recognit. 107: 107422 (2020) - [c219]Yanbei Chen, Xiatian Zhu, Wei Li, Shaogang Gong:
Semi-Supervised Learning under Class Distribution Mismatch. AAAI 2020: 3569-3576 - [c218]Wei Li, Shaogang Gong, Xiatian Zhu:
Neural Graph Embedding for Neural Architecture Search. AAAI 2020: 4707-4714 - [c217]Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu:
Unsupervised Deep Learning via Affinity Diffusion. AAAI 2020: 11029-11036 - [c216]Guile Wu, Xiatian Zhu, Shaogang Gong:
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification. AAAI 2020: 12362-12369 - [c215]Zhiyi Cheng, Qi Dong, Shaogang Gong, Xiatian Zhu:
Inter-Task Association Critic for Cross-Resolution Person Re-Identification. CVPR 2020: 2602-2612 - [c214]Yanbei Chen, Shaogang Gong, Loris Bazzani:
Image Search With Text Feedback by Visiolinguistic Attention Learning. CVPR 2020: 2998-3008 - [c213]Jiabo Huang, Shaogang Gong, Xiatian Zhu:
Deep Semantic Clustering by Partition Confidence Maximisation. CVPR 2020: 8846-8855 - [c212]Guan'an Wang, Shaogang Gong, Jian Cheng, Zengguang Hou:
Faster Person Re-identification. ECCV (8) 2020: 275-292 - [c211]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Characteristic Regularisation for Super-Resolving Face Images. WACV 2020: 2424-2433 - [i56]Xiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong:
Intra-Camera Supervised Person Re-Identification. CoRR abs/2002.05046 (2020) - [i55]Guile Wu, Shaogang Gong:
Peer Collaborative Learning for Online Knowledge Distillation. CoRR abs/2006.04147 (2020) - [i54]Guile Wu, Shaogang Gong:
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification. CoRR abs/2006.04150 (2020) - [i53]Jiabo Huang, Shaogang Gong:
Unsupervised Transfer Learning with Self-Supervised Remedy. CoRR abs/2006.04737 (2020) - [i52]Alexander Hudson, Shaogang Gong:
Transfer Learning for Protein Structure Classification at Low Resolution. CoRR abs/2008.04757 (2020) - [i51]Guan'an Wang, Shaogang Gong, Jian Cheng, Zengguang Hou:
Faster Person Re-Identification. CoRR abs/2008.06826 (2020)
2010 – 2019
- 2019
- [j62]Qi Dong, Shaogang Gong, Xiatian Zhu:
Imbalanced Deep Learning by Minority Class Incremental Rectification. IEEE Trans. Pattern Anal. Mach. Intell. 41(6): 1367-1381 (2019) - [c210]Qi Dong, Xiatian Zhu, Shaogang Gong:
Single-Label Multi-Class Image Classification by Deep Logistic Regression. AAAI 2019: 3486-3493 - [c209]Guile Wu, Xiatian Zhu, Shaogang Gong:
Spatio-Temporal Associative Representation for Video Person Re-Identification. BMVC 2019: 278 - [c208]Aytaç Kanaci, Minxian Li, Shaogang Gong, Georgia Rajamanoharan:
Multi-Task Mutual Learning for Vehicle Re-Identification. CVPR Workshops 2019: 62-70 - [c207]Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai:
Unsupervised Person Re-Identification by Soft Multilabel Learning. CVPR 2019: 2148-2157 - [c206]Yanbei Chen, Xiatian Zhu, Shaogang Gong:
Instance-Guided Context Rendering for Cross-Domain Person Re-Identification. ICCV 2019: 232-242 - [c205]Qi Dong, Xiatian Zhu, Shaogang Gong:
Person Search by Text Attribute Query As Zero-Shot Learning. ICCV 2019: 3651-3660 - [c204]Zimo Liu, Jingya Wang, Shaogang Gong, Dacheng Tao, Huchuan Lu:
Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification. ICCV 2019: 6121-6130 - [c203]Xiangping Zhu, Xiatian Zhu, Minxian Li, Vittorio Murino, Shaogang Gong:
Intra-Camera Supervised Person Re-Identification: A New Benchmark. ICCV Workshops 2019: 1079-1087 - [c202]Guile Wu, Xiatian Zhu, Shaogang Gong:
Person Re-Identification by Ranking Ensemble Representations. ICIP 2019: 2259-2263 - [c201]Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu:
Unsupervised Deep Learning by Neighbourhood Discovery. ICML 2019: 2849-2858 - [c200]Hangyu Lin, Yanwei Fu, Peng Lu, Shaogang Gong, Xiangyang Xue, Yu-Gang Jiang:
TC-Net for iSBIR: Triplet Classification Network for Instance-level Sketch Based Image Retrieval. ACM Multimedia 2019: 1676-1684 - [i50]Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Tracklet Person Re-Identification. CoRR abs/1903.00535 (2019) - [i49]Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai:
Unsupervised Person Re-identification by Soft Multilabel Learning. CoRR abs/1903.06325 (2019) - [i48]Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu:
Unsupervised Deep Learning by Neighbourhood Discovery. CoRR abs/1904.11567 (2019) - [i47]Xu Lan, Xiatian Zhu, Shaogang Gong:
Universal Person Re-Identification. CoRR abs/1907.09511 (2019) - [i46]Xun Xu, Shaogang Gong, Timothy M. Hospedales:
Zero-Shot Crowd Behavior Recognition. CoRR abs/1908.05877 (2019) - [i45]Xiangping Zhu, Xiatian Zhu, Minxian Li, Vittorio Murino, Shaogang Gong:
Intra-Camera Supervised Person Re-Identification: A New Benchmark. CoRR abs/1908.10344 (2019) - [i44]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Characteristic Regularisation for Super-Resolving Face Images. CoRR abs/1912.12987 (2019) - 2018
- [j61]Hanxiao Wang, Xiatian Zhu, Shaogang Gong, Tao Xiang:
Person Re-identification in Identity Regression Space. Int. J. Comput. Vis. 126(12): 1288-1310 (2018) - [j60]Zhenyong Fu, Tao Xiang, Elyor Kodirov, Shaogang Gong:
Zero-Shot Learning on Semantic Class Prototype Graph. IEEE Trans. Pattern Anal. Mach. Intell. 40(8): 2009-2022 (2018) - [j59]Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-Shot Recognition: Toward Data-Efficient Understanding of Visual Content. IEEE Signal Process. Mag. 35(1): 112-125 (2018) - [c199]Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong:
Deep Low-Resolution Person Re-Identification. AAAI 2018: 6967-6974 - [c198]Xu Lan, Xiatian Zhu, Shaogang Gong:
Self-Referenced Deep Learning. ACCV (2) 2018: 284-300 - [c197]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Low-Resolution Face Recognition. ACCV (3) 2018: 605-621 - [c196]Hang Su, Xiatian Zhu, Shaogang Gong:
Open Logo Detection Challenge. BMVC 2018: 16 - [c195]Yanbei Chen, Xiatian Zhu, Shaogang Gong:
Deep Association Learning for Unsupervised Video Person Re-identification. BMVC 2018: 48 - [c194]Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li:
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. CVPR 2018: 2275-2284 - [c193]Wei Li, Xiatian Zhu, Shaogang Gong:
Harmonious Attention Network for Person Re-Identification. CVPR 2018: 2285-2294 - [c192]Aytaç Kanaci, Xiatian Zhu, Shaogang Gong:
Vehicle Re-identification in Context. GCPR 2018: 377-390 - [c191]Yanbei Chen, Xiatian Zhu, Shaogang Gong:
Semi-supervised Deep Learning with Memory. ECCV (1) 2018: 275-291 - [c190]Xu Lan, Xiatian Zhu, Shaogang Gong:
Person Search by Multi-Scale Matching. ECCV (1) 2018: 553-569 - [c189]Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Person Re-identification by Deep Learning Tracklet Association. ECCV (4) 2018: 772-788 - [c188]Xu Lan, Xiatian Zhu, Shaogang Gong:
Knowledge Distillation by On-the-Fly Native Ensemble. NeurIPS 2018: 7528-7538 - [i43]Wei Li, Xiatian Zhu, Shaogang Gong:
Harmonious Attention Network for Person Re-Identification. CoRR abs/1802.08122 (2018) - [i42]Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li:
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. CoRR abs/1803.09786 (2018) - [i41]Hang Su, Shaogang Gong, Xiatian Zhu:
Scalable Deep Learning Logo Detection. CoRR abs/1803.11417 (2018) - [i40]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Surveillance Face Recognition Challenge. CoRR abs/1804.09691 (2018) - [i39]Qi Dong, Shaogang Gong, Xiatian Zhu:
Imbalanced Deep Learning by Minority Class Incremental Rectification. CoRR abs/1804.10851 (2018) - [i38]Xu Lan, Xiatian Zhu, Shaogang Gong:
Knowledge Distillation by On-the-Fly Native Ensemble. CoRR abs/1806.04606 (2018) - [i37]Hanxiao Wang, Xiatian Zhu, Shaogang Gong, Tao Xiang:
Person Re-Identification in Identity Regression Space. CoRR abs/1806.09695 (2018) - [i36]Hang Su, Xiatian Zhu, Shaogang Gong:
Open Logo Detection Challenge. CoRR abs/1807.01964 (2018) - [i35]Xu Lan, Xiatian Zhu, Shaogang Gong:
Person Search by Multi-Scale Matching. CoRR abs/1807.08582 (2018) - [i34]Yanbei Chen, Xiatian Zhu, Shaogang Gong:
Deep Association Learning for Unsupervised Video Person Re-identification. CoRR abs/1808.07301 (2018) - [i33]Minxian Li, Xiatian Zhu, Shaogang Gong:
Unsupervised Person Re-identification by Deep Learning Tracklet Association. CoRR abs/1809.02874 (2018) - [i32]Aytaç Kanaci, Xiatian Zhu, Shaogang Gong:
Vehicle Re-Identification in Context. CoRR abs/1809.09409 (2018) - [i31]Xu Lan, Xiatian Zhu, Shaogang Gong:
Self-Referenced Deep Learning. CoRR abs/1811.07598 (2018) - [i30]Qi Dong, Xiatian Zhu, Shaogang Gong:
Single-Label Multi-Class Image Classification by Deep Logistic Regression. CoRR abs/1811.08400 (2018) - [i29]Zhiyi Cheng, Xiatian Zhu, Shaogang Gong:
Low-Resolution Face Recognition. CoRR abs/1811.08965 (2018) - 2017
- [j58]Jingya Wang, Xiatian Zhu, Shaogang Gong:
Discovering visual concept structure with sparse and incomplete tags. Artif. Intell. 250: 16-36 (2017) - [j57]Vittorio Murino, Shaogang Gong, Chen Change Loy, Loris Bazzani:
Image and Video Understanding in Big Data. Comput. Vis. Image Underst. 156: 1-3 (2017) - [j56]Yi Li, Yi-Zhe Song, Timothy M. Hospedales, Shaogang Gong:
Free-Hand Sketch Synthesis with Deformable Stroke Models. Int. J. Comput. Vis. 122(1): 169-190 (2017) - [j55]Xun Xu, Timothy M. Hospedales, Shaogang Gong:
Transductive Zero-Shot Action Recognition by Word-Vector Embedding. Int. J. Comput. Vis. 123(3): 309-333 (2017) - [j54]Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, Kin-Man Lam, Yisheng Zhong:
Person re-identification by unsupervised video matching. Pattern Recognit. 65: 197-210 (2017) - [j53]Xun Xu, Timothy M. Hospedales, Shaogang Gong:
Discovery of Shared Semantic Spaces for Multiscene Video Query and Summarization. IEEE Trans. Circuits Syst. Video Technol. 27(6): 1353-1367 (2017) - [c187]Xu Lan, Hangxiao Wang, Shaogang Gong, Xiatian Zhu:
Deep Reinforcement Learning Attention Selection For Person Re-Identification. BMVC 2017 - [c186]Li Zhang, Tao Xiang, Shaogang Gong:
Learning a Deep Embedding Model for Zero-Shot Learning. CVPR 2017: 3010-3019 - [c185]Elyor Kodirov, Tao Xiang, Shaogang Gong:
Semantic Autoencoder for Zero-Shot Learning. CVPR 2017: 4447-4456 - [c184]Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li:
Attribute Recognition by Joint Recurrent Learning of Context and Correlation. ICCV 2017: 531-540 - [c183]Qi Dong, Shaogang Gong, Xiatian Zhu:
Class Rectification Hard Mining for Imbalanced Deep Learning. ICCV 2017: 1869-1878 - [c182]Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai:
RGB-Infrared Cross-Modality Person Re-identification. ICCV 2017: 5390-5399 - [c181]Hang Su, Shaogang Gong, Xiatian Zhu:
WebLogo-2M: Scalable Logo Detection by Deep Learning from the Web. ICCV Workshops 2017: 270-279 - [c180]Yanbei Chen, Xiatian Zhu, Shaogang Gong:
Person Re-identification by Deep Learning Multi-scale Representations. ICCV Workshops 2017: 2590-2600 - [c179]Arne Schumann, Shaogang Gong, Tobias Schuchert:
Deep learning prototype domains for person re-identification. ICIP 2017: 1767-1771 - [c178]Wei Li, Xiatian Zhu, Shaogang Gong:
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification. IJCAI 2017: 2194-2200 - [c177]Qi Dong, Shaogang Gong, Xiatian Zhu:
Multi-task Curriculum Transfer Deep Learning of Clothing Attributes. WACV 2017: 520-529 - [c176]Hang Su, Xiatian Zhu, Shaogang Gong:
Deep Learning Logo Detection with Data Expansion by Synthesising Context. WACV 2017: 530-539 - [p9]Xun Xu, Shaogang Gong, Timothy M. Hospedales:
Zero-Shot Crowd Behavior Recognition. Group and Crowd Behavior for Computer Vision 2017: 341-369 - [i28]Elyor Kodirov, Tao Xiang, Shaogang Gong:
Semantic Autoencoder for Zero-Shot Learning. CoRR abs/1704.08345 (2017) - [i27]Wei Li, Xiatian Zhu, Shaogang Gong:
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification. CoRR abs/1705.04724 (2017) - [i26]Jingya Wang, Xiatian Zhu, Shaogang Gong:
Discovering Visual Concept Structure with Sparse and Incomplete Tags. CoRR abs/1705.10659 (2017) - [i25]Li Zhang, Flood Sung, Feng Liu, Tao Xiang, Shaogang Gong, Yongxin Yang, Timothy M. Hospedales:
Actor-Critic Sequence Training for Image Captioning. CoRR abs/1706.09601 (2017) - [i24]Xu Lan, Hanxiao Wang, Shaogang Gong, Xiatian Zhu:
Identity Alignment by Noisy Pixel Removal. CoRR abs/1707.02785 (2017) - [i23]Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li:
Attribute Recognition by Joint Recurrent Learning of Context and Correlation. CoRR abs/1709.08553 (2017) - [i22]Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-shot Recognition. CoRR abs/1710.04837 (2017) - [i21]Qi Dong, Shaogang Gong, Xiatian Zhu:
Class Rectification Hard Mining for Imbalanced Deep Learning. CoRR abs/1712.03162 (2017) - 2016
- [j52]Xiatian Zhu, Chen Change Loy, Shaogang Gong:
Learning from Multiple Sources for Video Summarisation. Int. J. Comput. Vis. 117(3): 247-268 (2016) - [j51]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao:
Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 563-577 (2016) - [j50]Wei-Shi Zheng, Shaogang Gong, Tao Xiang:
Towards Open-World Person Re-Identification by One-Shot Group-Based Verification. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 591-606 (2016) - [j49]Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang:
Person Re-Identification by Discriminative Selection in Video Ranking. IEEE Trans. Pattern Anal. Mach. Intell. 38(12): 2501-2514 (2016) - [j48]