Zhenzhi Wu

Convolution of Convolution: Let Kernels Spatially Collaborate

In the biological visual pathway, especially the retina, neurons are tiled along spatial dimensions with the electrical coupling as their local association, while in a convolution layer, kernels are placed along the channel dimension singly. We propose Convolution of Convolution, associating kernels…