Horizontal Flows and Manifold Stochastics in Geometric Deep Learning

Stefan Sommer, Alex Bronstein

We introduce two constructions in geometric deep learning for 1) transporting orientation-dependent convolutional filters over a manifold in a continuous way and thereby defining a…