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CASIA OpenIR
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Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(1272Kb)  |  收藏  |  浏览/下载：40/15  |  提交时间：2024/04/23
Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  收藏  |  浏览/下载：196/51  |  提交时间：2023/01/17
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
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：292/64  |  提交时间：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
Structural brain alterations in primary open angle glaucoma: a 3T MRI study 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 期号: *, 页码: *
作者:  Wang, Jieqiong;  Li, Ting;  Sabel, Bernhard A.;  Chen, Zhiqiang;  Wen, Hongwei;  Li, Jianhong;  Xie, Xiaobin;  Yang, Diya;  Chen, Weiwei;  Wang, Ningli;  Xian, Junfang;  He, Huiguang
收藏  |  浏览/下载：89/0  |  提交时间：2020/10/27
Primary Open Angle Glaucoma  
Structural brain alterations in primary open angleglaucoma: a 3T MRI study 期刊论文
Scientific Reports, 2016, 卷号: 1, 期号: 1
作者:  Jieqiong Wang;  Ting LI;  Bernhard A Sabel;  Zhiqiang Chen;  Hongwei Wen;  Jianhong Li;  Xiaobin Xie;  Diya Yang;  Weiwei Chen;  Ningli Wang;  *Junfang Xian;  *Huiguang He
收藏  |  浏览/下载：296/0  |  提交时间：2018/02/14