8 citations · 17 across the 5 of their papers we have counts for
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cs.LG2022★ 4 cited
Parameter-Efficient Masking Networks
Yue Bai, Huan Wang, Xu Ma +3
A deeper network structure generally handles more complicated non-linearity and performs more competitively. Nowadays, advanced network designs often contain a large number of repe…
cs.LG2018
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.LG2018
Structured Pruning for Efficient ConvNets via Incremental Regularization
Huan Wang, Qiming Zhang, Yuehai Wang +2
Parameter pruning is a promising approach for CNN compression and acceleration by eliminating redundant model parameters with tolerable performance degrade. Despite its effectivene…