Towards Robust 2D Convolution for Reliable Visual Recognition

Lida Li, Shuai Li, Kun Wang +2

2D convolution (Conv2d), which is responsible for extracting features from the input image, is one of the key modules of a convolutional neural network (CNN). However, Conv2d is vu…