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CASIA OpenIR
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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：135/42  |  提交时间：2023/04/23
Knowledge distillation  Cross architecture  Model compression  Deep learning  
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：298/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch 会议论文
, virtual conference, 2021.2.2-2021.2.9
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Li, Bing;  Yuan, Chunfeng;  Hu, Weiming
Adobe PDF(652Kb)  |  收藏  |  浏览/下载：264/53  |  提交时间：2021/06/17
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 12, 页码: 2554-2560
作者:  Li, Bing;  Yuan, Chunfeng;  Xiong, Weihua;  Hu, Weiming;  Peng, Houwen;  Ding, Xinmiao;  Maybank, Steve
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：404/94  |  提交时间：2018/01/02
Multi-instance Learning  Multi-view  Sparse Representation  Dictionary Learning  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
作者:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  收藏  |  浏览/下载：463/177  |  提交时间：2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Listwise Learning to Rank by Exploring Structure of Objects 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 7, 页码: 1934-1939
作者:  Wu, Ou;  You, Qiang;  Mao, Xue;  Xia, Fen;  Yuan, Fei;  Hu, Weiming
浏览  |  Adobe PDF(494Kb)  |  收藏  |  浏览/下载：372/135  |  提交时间：2016/09/18
Listwise Learning To Rank  Clustering  Multi-task Learning  Structure  
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
浏览  |  Adobe PDF(7133Kb)  |  收藏  |  浏览/下载：440/134  |  提交时间：2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
Discriminant tracking using tensor representation with semi-supervised improvement 会议论文
IEEE International Conference on Computer Vision (ICCV), Sydney, NSW, Australia, 2013
作者:  Gao, Jin;  Xing, Junliang;  Hu, Weiming;  Maybank, Steve;  Junliang Xing
浏览  |  Adobe PDF(1182Kb)  |  收藏  |  浏览/下载：261/59  |  提交时间：2015/08/19
Graph embedding based semi-supervised discriminative tracker 会议论文
IEEE International Conference on Computer Vision (ICCV), Sydney, NSW, Australia, 2013
作者:  Gao, Jin;  Xing, Junliang;  Hu, Weiming;  Zhang, Xiaoqin
浏览  |  Adobe PDF(1669Kb)  |  收藏  |  浏览/下载：262/56  |  提交时间：2015/08/19
Supervised class-specific dictionary learning for sparse modeling in action recognition 期刊论文
PATTERN RECOGNITION, 2012, 卷号: 45, 期号: 11, 页码: 3902-3911
作者:  Wang, Haoran;  Yuan, Chunfeng;  Hu, Weiming;  Sun, Changyin
浏览  |  Adobe PDF(668Kb)  |  收藏  |  浏览/下载：302/112  |  提交时间：2015/08/12
Compound Feature  Motion Segment  Sparse Model  Supervised Dictionary Learning  Action Recognition