Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation

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

Convolutional Neural Network's (CNN's) performance disparity on clean and corrupted datasets has recently come under scrutiny. In this work, we analyse common corruptions in the fr…