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Active Subspace of Neural Networks: Structural Analysis and Universal Attacks


Oct 29, 2019
Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan Oseledets, Zheng Zhang


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A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM


Nov 05, 2018
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Jiaming Xie, Yun Liang, Sijia Liu, Xue Lin, Yanzhi Wang


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Progressive Weight Pruning of Deep Neural Networks using ADMM


Nov 04, 2018
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang


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ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs


Jul 29, 2018
Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang


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A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers


Jul 25, 2018
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang

* ECCV 2018, pp 191-207 

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