Ofir Shifman*

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

"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 translation of the input image. In order to address this problem, two approaches have been proposed in recent years. The first…