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CORC

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A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文
COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194
作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen
收藏  |  浏览/下载：120/0  |  提交时间：2020/12/10
A Slimmer Network with Polymorphic and Group Attention Modules for More Efficient Object Detection in Aerial Images 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 22, 页码: 30
作者:  Guo, Wei;  Li, Weihong;  Li, Zhenghao;  Gong, Weiguo;  Cui, Jinkai
收藏  |  浏览/下载：15/0  |  提交时间：2021/02/24
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3614-3626
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Liu, Lei;  Xue, Jingling
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
Make l(1) regularization effective in training sparse CNN 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 卷号: 77, 期号: 1, 页码: 163-182
作者:  He, Juncai;  Jia, Xiaodong;  Xu, Jinchao;  Zhang, Lian;  Zhao, Liang
收藏  |  浏览/下载：13/0  |  提交时间：2020/09/23
Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 968-985
作者:  Zeng, Xi;  Zhi, Tian;  Zhou, Xuda;  Du, Zidong;  Guo, Qi
收藏  |  浏览/下载：12/0  |  提交时间：2020/12/10
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
收藏  |  浏览/下载：58/0  |  提交时间：2021/01/27
The improved reconstruction of fluorescence molecular tomography via regularized doubly orthogonal matching pursuit method 会议论文
Houston, USA, 2020-2-16
作者:  Lingxin Kong;  Yu An;  Yang Du;  Jie Tian
收藏  |  浏览/下载：12/0  |  提交时间：2020/06/15
A Quantitative Exploration of Collaborative Pruning and Approximation Computing Towards Energy Efficient Neural Networks 期刊论文
IEEE DESIGN & TEST, 2020, 卷号: 37, 期号: 1, 页码: 36-45
作者:  He, Xin;  Yan, Guihai;  Lu, Wenyan;  Zhang, Xuan;  Liu, Ke
收藏  |  浏览/下载：6/0  |  提交时间：2020/12/10
基于梯度的深度网络剪枝算法 期刊论文
计算机应用, 2020, 页码: 1-10
作者:  蔡颖凯;  王忠锋;  徐志远;  宋纯贺;  张宏宇
收藏  |  浏览/下载：142/0  |  提交时间：2019/11/14
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, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming
收藏  |  浏览/下载：63/0  |  提交时间：2021/06/17

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