Boris KnyazevinTowards Data ScienceCan we do better than Convolutional Neural Networks?PyTorch Implementation of “Image Classification with Hierarchical Multigraph Networks” from BMVC 20198 min read·Sep 30, 2019--1--1
Boris KnyazevinTowards Data ScienceSpectral Graph Convolution Explained and Implemented Step By StepAs part of the “Tutorial on Graph Neural Networks for Computer Vision and Beyond”11 min read·Aug 15, 2019--6--6
Boris KnyazevinTowards Data ScienceAnisotropic, Dynamic, Spectral and Multiscale Filters Defined on GraphsAs part of the “Tutorial on Graph Neural Networks for Computer Vision and Beyond”16 min read·Aug 12, 2019--1--1
Boris KnyazevTutorial on Graph Neural Networks for Computer Vision and Beyond (Part 1)I’m answering questions that AI/ML/CV people not familiar with graphs or graph neural networks typically ask. I provide PyTorch examples …17 min read·Aug 4, 2019--12--12