Search Results for author: Xiatao Kang

Found 2 papers, 2 papers with code

A pruning method based on the dissimilarity of angle among channels and filters

1 code implementation29 Oct 2022 Jiayi Yao, Ping Li, Xiatao Kang, Yuzhe Wang

Firstly, we train a sparse model by GL penalty, and impose an angle dissimilarity constraint on the channels and filters of convolutional network to obtain a more sparse structure.

Network Pruning

Neural Network Panning: Screening the Optimal Sparse Network Before Training

1 code implementation27 Sep 2022 Xiatao Kang, Ping Li, Jiayi Yao, Chengxi Li

Pruning on neural networks before training not only compresses the original models, but also accelerates the network training phase, which has substantial application value.

Network Pruning Scheduling

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