## How does sparse convolution work?

The question is whether we can only calculate the convolution with the sparse data efficiently instead of scanning all the image pixels or spatial voxels. One intuitive thinking is, regular image signals are stored as matrix or tensor. And the corresponding convolution was calculated as dense matrix multiplication. The sparse signals are normally represented as … Read more