Robustness and Generalization via Generative Adversarial Training

Omid Poursaeed, Tianxing Jiang, Harry Yang +2

While deep neural networks have achieved remarkable success in various computer vision tasks, they often fail to generalize to new domains and subtle variations of input images. Se…