Convolutional Neural Network Compression Based on Low-Rank Decomposition

Yaping He, Linhao Jiang, Di Wu

Deep neural networks typically impose significant computational loads and memory consumption. Moreover, the large parameters pose constraints on deploying the model on edge devices…