MixUp as Directional Adversarial Training

Guillaume P. Archambault, Yongyi Mao, Hongyu Guo +1

In this work, we explain the working mechanism of MixUp in terms of adversarial training. We introduce a new class of adversarial training schemes, which we refer to as directional…