Zhaobin Liu

Smooth Group L1/2 Regularization for Pruning Convolutional Neural Networks

2022 · Symmetry

In this paper, a novel smooth group L1/2 (SGL1/2) regularization method is proposed for pruning hidden nodes of the fully connected layer in convolution neural networks. Usually, the selection of nodes and weights is based …