Equivariant non-linear maps for neural networks on homogeneous spaces

Elias Nyholm, Oscar Carlsson, Maurice Weiler +1

This paper presents a novel framework for non-linear equivariant neural network layers on homogeneous spaces. The seminal work of Cohen et al. on equivariant $G$-CNNs on homogeneou…