A Kernel Perspective of Skip Connections in Convolutional Networks

Daniel Barzilai, Amnon Geifman, Meirav Galun +1

Over-parameterized residual networks (ResNets) are amongst the most successful convolutional neural architectures for image processing. Here we study their properties through their…