Regularizing Neural Network Training via Identity-wise Discriminative Feature Suppression

Avraham Chapman, Lingqiao Liu

It is well-known that a deep neural network has a strong fitting capability and can easily achieve a low training error even with randomly assigned class labels. When the number of…