Memory Bounded Deep Convolutional Networks

Maxwell D. Collins, Pushmeet Kohli

In this work, we investigate the use of sparsity-inducing regularizers during training of Convolution Neural Networks (CNNs). These regularizers encourage that fewer connections in…