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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, 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：296/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
Recent advances in efficient computation of deep convolutional neural networks 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2018, 卷号: 19, 期号: 1, 页码: 64-77
作者:  Cheng, Jian;  Wang, Pei-song;  Li, Gang;  Hu, Qing-hao;  Lu, Han-qing
浏览  |  Adobe PDF(582Kb)  |  收藏  |  浏览/下载：409/102  |  提交时间：2018/05/05
Deep Neural Networks  Acceleration  Compression  Hardware Accelerator  
Multiple Cayley-Klein metric learning 期刊论文
PLOS ONE, 2017, 卷号: 12, 期号: 9, 页码: 1-15
作者:  Bi, Yanhong;  Fan, Bin;  Wu, Fuchao;  Bin Fan
浏览  |  Adobe PDF(2897Kb)  |  收藏  |  浏览/下载：315/71  |  提交时间：2018/01/03
Metric Learning  Cayley-klein Metric  
Sparse Reconstruction of Fluorescence Molecular Tomography Using Variable Splitting and Alternating Direction Scheme 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2018, 卷号: 20, 期号: 1, 页码: 37-46
作者:  Ye, Jinzuo;  Du, Yang;  An, Yu;  Mao, Yamin;  Jiang, Shixin;  Shang, Wenting;  He, Kunshan;  Yang, Xin;  Wang, Kun;  Chi, Chongwei;  Tian, Jie
浏览  |  Adobe PDF(4197Kb)  |  收藏  |  浏览/下载：379/99  |  提交时间：2018/01/02
Fluorescence Molecular Tomography  Reconstruction  Variable Splitting  Alternating Direction Scheme  In Vivo imagIng  
Optimal Traffic Sensor Location for Origin-Destination Estimation Using a Compressed Sensing Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 7, 页码: 1857-1866
作者:  Ye, Peijun;  Wen, Ding
浏览  |  Adobe PDF(1590Kb)  |  收藏  |  浏览/下载：360/109  |  提交时间：2017/09/12
Traffic Sensor Location  Traffic Flow Estimation  Compressed Sensing  
Fast in vivo bioluminescence tomography using a novel pure optical imaging technique 期刊论文
JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2017, 卷号: 10, 期号: 3
作者:  Zhang, Shuang;  Leng, Chengcai;  Liu, Hongbo;  Wang, Kun;  Tian, Jie
Adobe PDF(435Kb)  |  收藏  |  浏览/下载：305/61  |  提交时间：2017/07/18
Optical Surface Reconstruction  Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Light Flux Reconstruction  
Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2017, 卷号: 19, 期号: 2, 页码: 245-255
作者:  Zhang, Shuang;  Wang, Kun;  Liu, Hongbo;  Leng, Chengcai;  Gao, Yuan;  Tian, Jie
Adobe PDF(3239Kb)  |  收藏  |  浏览/下载：287/101  |  提交时间：2017/07/18
Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Split Bregman Method  Surrogate Functions  
Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4842-4857
作者:  Xie, Yuan;  Gu, Shuhang;  Liu, Yan;  Zuo, Wangmeng;  Zhang, Wensheng;  Zhang, Lei;  Yuan Xie
浏览  |  Adobe PDF(7732Kb)  |  收藏  |  浏览/下载：600/227  |  提交时间：2016/10/26
Low Rank  Weighted Schatten P-norm  Low-level Vision  
Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4642-4659
作者:  Xie, Yuan;  Qu, Yanyun;  Tao, Dacheng;  Wu, Weiwei;  Yuan, Qiangqiang;  Zhang, Wensheng
浏览  |  Adobe PDF(12005Kb)  |  收藏  |  浏览/下载：453/116  |  提交时间：2016/03/30
Hyperspectral Image (Hsi)  Low-rank Matrix Approximation (Lrma)  Restoration  Weighted Schatten P-norm (Wsn)  
Image Deblurring with Coupled Dictionary Learning 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 114, 期号: 2-3, 页码: 248-271
作者:  Xiang, Shiming;  Meng, Gaofeng;  Wang, Ying;  Pan, Chunhong;  Zhang, Changshui
浏览  |  Adobe PDF(7526Kb)  |  收藏  |  浏览/下载：332/76  |  提交时间：2015/10/13
Image Deblurring  Coupled Dictionary Learning  Sparse Representation  Multiple Kernel Deblurring