Geometric robustness of deep networks: analysis and improvement

Can Kanbak, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard

Deep convolutional neural networks have been shown to be vulnerable to arbitrary geometric transformations. However, there is no systematic method to measure the invariance propert…