57 citations · 71 across the 4 of their papers we have counts for
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cs.LG2018★ 2 cited
Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method
Yuxin Zhang, Huan Wang, Yang Luo +4
Despite enjoying extensive applications in video analysis, three-dimensional convolutional neural networks (3D CNNs)are restricted by their massive computation and storage consumpt…
cs.LG2017★ 57 cited
Structured Probabilistic Pruning for Convolutional Neural Network Acceleration
Huan Wang, Qiming Zhang, Yuehai Wang +1
In this paper, we propose a novel progressive parameter pruning method for Convolutional Neural Network acceleration, named Structured Probabilistic Pruning (SPP), which effectivel…