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CASIA OpenIR
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A Closer Look at Self-Supervised Lightweight Vision Transformers 会议论文
, Honolulu, Hawaii, USA, 2023-7
作者:  Wang, Shaoru;  Gao, Jin;  Li, Zeming;  Zhang, Xiaoqin;  Weiming, Hu
Adobe PDF(3478Kb)  |  收藏  |  浏览/下载：182/62  |  提交时间：2023/09/20
Vision Transformer  Self-supervised Learning  Lightweight Networks  Knowledge Distillation  
Cross-Architecture Knowledge Distillation 会议论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, Macau SAR, China, 2022.12.4-2022.12.8
作者:  Yufan Liu;  Jiajiong Cao;  Bing Li;  Weiming Hu;  Jingting Ding;  Liang Li
Adobe PDF(1020Kb)  |  收藏  |  浏览/下载：129/41  |  提交时间：2023/04/23
Knowledge distillation  Cross architecture  Model compression  Deep learning  
Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022, 卷号: 45, 期号: 3, 页码: 3378-3395
作者:  Yufan Liu;  Jiajiong Cao;  Bing Li;  Weiming Hu;  Stephen Maybank
Adobe PDF(3314Kb)  |  收藏  |  浏览/下载：128/36  |  提交时间：2023/04/24
Distractor-aware discrimination learning for online multiple object tracking 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 10
作者:  Zhou, Zongwei;  Luo, Wenhan;  Wang, Qiang;  Xing, Junliang;  Hu, Weiming
Adobe PDF(840Kb)  |  收藏  |  浏览/下载：359/105  |  提交时间：2020/08/31
Multi-object tracking  Distractor-aware discrimination learning  Relational attention learning  
Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking 会议论文
, Stockholm, Sweden, 2018-7
作者:  Wang, Qiang;  Zhang, Mengdan;  Xing, Junliang;  Gao, Jin;  Hu, Weiming;  Steve Maybank
浏览  |  Adobe PDF(860Kb)  |  收藏  |  浏览/下载：214/46  |  提交时间：2020/06/09
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 987-1001
作者:  Xing, Junliang;  Niu, Zhiheng;  Huang, Junshi;  Hu, Weiming;  Zhou, Xi;  Yan, Shuicheng
浏览  |  Adobe PDF(8206Kb)  |  收藏  |  浏览/下载：383/99  |  提交时间：2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 3, 页码: 601-615
作者:  Xing, Junliang;  Hu, Weiming;  Ai, Haizhou;  Yan, Shuicheng
收藏  |  浏览/下载：200/0  |  提交时间：2018/10/10
Object Classification  Object Segmentation  Object Tracking  Region Extraction  Superpixel  
Human activity prediction using temporally-weighted generalized time warping 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 期号: 1, 页码: 139-147
作者:  Wang, Haoran;  Yang, Wankou;  Yuan, Chunfeng;  Ling, Haibin;  Hu, Weiming
Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：361/106  |  提交时间：2017/05/05
Activity Prediction  Time Warping  Alignment  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
作者:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
Adobe PDF(7133Kb)  |  收藏  |  浏览/下载：429/132  |  提交时间：2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
Robust Visual Object Tracking with Top-down Reasoning 会议论文
, Mountain View, California, USA, 2017-10
作者:  Zhang, Mengdan;  JiashiFeng;  Hu WM(胡卫明)
Adobe PDF(4546Kb)  |  收藏  |  浏览/下载：277/85  |  提交时间：2018/01/04