Regularizing activations in neural networks via distribution matching with the Wasserstein metric

Taejong Joo, Donggu Kang, Byunghoon Kim

Regularization and normalization have become indispensable components in training deep neural networks, resulting in faster training and improved generalization performance. We pro…