) and analysis insightful (R3

Neural Information Processing Systems 

We sincerely thank reviewers for their insightful feedback! We address reviewer com ments below. Table 1 shows a comparison on ImageNet. So the training cost of our GradAug is comparable with SOT A methods. Analyzing the effect of different sampling strategies is interesting and we will certainly explore it in future work.