Distributional Smoothing with Virtual Adversarial Training

Takeru Miyato, Shin-ichi Maeda, Masanori Koyama +2

We propose local distributional smoothness (LDS), a new notion of smoothness for statistical model that can be used as a regularization term to promote the smoothness of the model…