VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks

Shuang Gao, Xin Liu, Lung-Sheng Chien +2

Improving weight sparsity is a common strategy for producing light-weight deep neural networks. However, pruning models with residual learning is more challenging. In this paper, w…