GMConv: Modulating Effective Receptive Fields for Convolutional Kernels

Qi Chen, Chao Li, Jia Ning +2

In convolutional neural networks, the convolutions are conventionally performed using a square kernel with a fixed N $\times$ N receptive field (RF). However, what matters most to…