Spectral Norm Regularization for Improving the Generalizability of Deep Learning

Yuichi Yoshida, Takeru Miyato

We investigate the generalizability of deep learning based on the sensitivity to input perturbation. We hypothesize that the high sensitivity to the perturbation of data degrades t…