The shape and simplicity biases of adversarially robust ImageNet-trained CNNs

Peijie Chen, Chirag Agarwal, Anh Nguyen

Increasingly more similarities between human vision and convolutional neural networks (CNNs) have been revealed in the past few years. Yet, vanilla CNNs often fall short in general…