Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization

Bo-Shiuan Chu, Che-Rung Lee

Tensor decomposition is one of the fundamental technique for model compression of deep convolution neural networks owing to its ability to reveal the latent relations among complex…