Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks

Vikash Sehwag, Rajvardhan Oak, Mung Chiang +1

With increasing expressive power, deep neural networks have significantly improved the state-of-the-art on image classification datasets, such as ImageNet. In this paper, we invest…