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EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 10, 页码: 4499-4513
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：331/44  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
Tangent Fisher Vector on Matrix Manifolds for Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 3052-3064
作者:  Luo, Guan;  Wei, Jiutong;  Hu, Weiming;  Maybank, Stephen J.
浏览  |  Adobe PDF(2396Kb)  |  收藏  |  浏览/下载：373/80  |  提交时间：2020/04/07
Manifolds  Video sequences  Observability  Videos  Covariance matrices  Kernel  Computational modeling  Action recognition  Fisher vector  Grassmann manifold  Hankel matrix  matrix manifold  
Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 卷号: 40, 期号: 7, 页码: 1625-1638
作者:  Peng PX(彭佩玺);  Tian YH(田永鸿);  Tao Xiang;  Wang YW(王耀威);  Massimiliano Pontil;  Huang TJ(黄铁军)
浏览  |  Adobe PDF(2373Kb)  |  收藏  |  浏览/下载：475/160  |  提交时间：2018/01/08
Attribute Learning  Dictionary Learning  Multi-task Learning  Zero-shot Learning  Person Re-identification  Transfer Learning  
Multi-type attributes driven multi-camera person re-identification 期刊论文
Pattern Recognition, 2017, 期号: 75, 页码: 77-89
作者:  Chi Su;  Shiliang Zhang;  Junliang Xing;  Wen Gao;  Qi Tian
浏览  |  Adobe PDF(3413Kb)  |  收藏  |  浏览/下载：464/206  |  提交时间：2018/01/04
Deep Attributes  Person Re-identification  
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
Adobe PDF(8206Kb)  |  收藏  |  浏览/下载：410/105  |  提交时间：2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
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：419/98  |  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：480/182  |  提交时间：2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Towards human-like and transhuman perception in AI 2.0: a review 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2017, 卷号: 18, 期号: 1, 页码: 58-67
作者:  Tian, Yong-hong;  Chen, Xi-lin;  Xiong, Hong-kai;  Li, Hong-liang;  Dai, Li-rong;  Chen, Jing;  Xing, Jun-liang;  Chen, Jing;  Wu, Xi-hong;  Hu, Wei-min;  Hu, Yu;  Huang, Tie-jun;  Gao, Wen
浏览  |  Adobe PDF(452Kb)  |  收藏  |  浏览/下载：395/71  |  提交时间：2017/05/05
Intelligent Perception  Active Vision  Auditory Perception  Speech Perception  Autonomous Learning  
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
浏览  |  Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：391/115  |  提交时间：2017/05/05
Activity Prediction  Time Warping  Alignment  
SERVE: Soft and Equalized Residual VEctors for image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 期号: 0, 页码: 202-212
作者:  Li, Jun;  Xu, Chang;  Gong, Mingming;  Xing, Junliang;  Yang, Wankou;  Sun, Changyin
Adobe PDF(2902Kb)  |  收藏  |  浏览/下载：405/108  |  提交时间：2016/12/26
Serve  Manifolds  Multi-graph Embedding  Graph Ensemble  Image Retrieval