Geometric Deep Learning and Equivariant Neural Networks

Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson +4

We survey the mathematical foundations of geometric deep learning, focusing on group equivariant and gauge equivariant neural networks. We develop gauge equivariant convolutional n…