Adversarial Augmentation Training Makes Action Recognition Models More Robust to Realistic Video Distribution Shifts

Kiyoon Kim, Shreyank N Gowda, Panagiotis Eustratiadis +2

Despite recent advances in video action recognition achieving strong performance on existing benchmarks, these models often lack robustness when faced with natural distribution shi…