CNNs on Surfaces using Rotation-Equivariant Features

Ruben Wiersma, Elmar Eisemann, Klaus Hildebrandt

This paper is concerned with a fundamental problem in geometric deep learning that arises in the construction of convolutional neural networks on surfaces. Due to curvature, the tr…