Convolutional Neural Networks Analyzed via Convolutional Sparse Coding

Vardan Papyan, Yaniv Romano, Michael Elad

Convolutional neural networks (CNN) have led to many state-of-the-art results spanning through various fields. However, a clear and profound theoretical understanding of the forwar…