Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function

Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel +1

Deep convolutional networks are vulnerable to image translation or shift, partly due to common down-sampling layers, e.g., max-pooling and strided convolution. These operations vio…