GitHub

May I ask if spnn.conv3d is a submanifold sparse convolution or a regular sparse convolution?

May I ask if spnn. conv3d in torch sparse is a submanifold sparse convolution or a regular sparse convolution? How to distinguish like spconv.SubMConv3d and spconv.SparseConv3d in spconv?
GitHub

Usage of generalized convolution

Hello, I'm trying to use the generalized convolution of sparse tensors and want to ask you guys how to use it, cause the issues that I've looked seems to support generalized convolution as in ...
IEEE

Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices

Abstract: The task of transfer learning using pretrained convolutional neural networks is considered. We propose a convolution-SVD layer to analyze the convolution operators with a singular value ...
IEEE

Unit Sample Response and Discrete-Time Convolution

Abstract: This chapter contains sections titled: Introduction, The Convolution Theorem for Z-Transforms, Convolution and General Linear Time-Invariant Systems, Algebraic Properties of the General ...