Lost in Translation: Modern Neural Networks Still Struggle With Small Realistic Image Transformations

Ofir Shifman, Yair Weiss

Deep neural networks that achieve remarkable performance in image classification have previously been shown to be easily fooled by tiny transformations such as a one pixel translat…