2 papers
cs.CV2022
A pruning method based on the dissimilarity of angle among channels and filters
Jiayi Yao, Ping Li, Xiatao Kang +1
Convolutional Neural Network (CNN) is more and more widely used in various fileds, and its computation and memory-demand are also increasing significantly. In order to make it appl…
cs.LG2022
Neural Network Panning: Screening the Optimal Sparse Network Before Training
Xiatao Kang, Ping Li, Jiayi Yao +1
Pruning on neural networks before training not only compresses the original models, but also accelerates the network training phase, which has substantial application value. The cu…