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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：355/48  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
收藏  |  浏览/下载：254/0  |  提交时间：2020/08/03
Convergence  Extrapolation  Optimization  Acceleration  Machine learning  Task analysis  Machine learning algorithms  Individual convergence  machine learning  Nesterov's extrapolation  nonsmooth optimization  sparsity  
Stochastic Conjugate Gradient Algorithm With Variance Reduction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 5, 页码: 1360-1369
作者:  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Huang, Kaizhu;  Geng, Guang-Gang
收藏  |  浏览/下载：348/0  |  提交时间：2019/07/11
Computational efficiency  covariance reduction  empirical risk minimization (ERM)  linear convergence  stochastic conjugate gradient (CG)  
Online reinforcement learning for continuous-state systems 专著章节/文集论文
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作者:  Yuanheng Zhu;  Zhao DB(赵冬斌)
Adobe PDF(24150Kb)  |  收藏  |  浏览/下载：276/35  |  提交时间：2017/09/13
Sequential Factorization for Nonrigid Structure from Motion via LBFGS 会议论文
Proceedings of International Conference on Pattern Recognition, Cancún, México, December 4-8, 2016
作者:  Dong, Qiulei;  Hu, Hao
Adobe PDF(1140Kb)  |  收藏  |  浏览/下载：362/135  |  提交时间：2016/10/26
Nonrigid Structure From Motion  
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 6, 页码: 2620-2634
作者:  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo;  Huang, Xiayuan
浏览  |  Adobe PDF(5355Kb)  |  收藏  |  浏览/下载：513/180  |  提交时间：2016/10/20
Polarimetric Synthetic Aperture Radar (Polsar)  Speckle Reduction  Nonlocal Total Variation (Nltv)  Complex Wishart Distribution  Conjugate Function  Variational Model  
Robust Visual Tracking via Exclusive Context Modeling 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 1, 页码: 51-63
作者:  Zhang, Tianzhu;  Ghanem, Bernard;  Liu, Si;  Xu, Changsheng;  Ahuja, Narendra
浏览  |  Adobe PDF(1451Kb)  |  收藏  |  浏览/下载：300/53  |  提交时间：2016/03/19
Contextual Information  Exclusive Sparse Learning  Particle Filter  Tracking  
Structured Sparse Method for Hyperspectral Unmixing 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 卷号: 88, 页码: 101-118
作者:  Zhu, Feiyun;  Wang, Ying;  Xiang, Shiming;  Fan, Bin;  Pan, Chunhong
浏览  |  Adobe PDF(10734Kb)  |  收藏  |  浏览/下载：378/74  |  提交时间：2015/08/12
Hyperspectral Unmixing (Hu)  Hyperspectral Image Analysis  Structured Sparse Nmf (ss-Nmf)  Mixed Pixel  Nonnegative Matrix Factorization (Nmf)  
Learning Locality Preserving Graph from Data 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART-B, 2014, 卷号: 44, 期号: 11, 页码: 2088-2098
作者:  Zhang, Yan-Ming;  Huang, Kaizhu;  Hou, Xinwen;  Liu, Cheng-Lin
浏览  |  Adobe PDF(9074Kb)  |  收藏  |  浏览/下载：307/68  |  提交时间：2015/08/12