Theory for groupoid equivariant neural networks: an approach for steerable CNNs on bounded domains

Alberto Ibort, Maria Jimenez-Vazquez, Juan M. Perez-Pardo

Equivariant convolutional neural networks are usually built from a group acting globally on the space of signals. This hypothesis is inappropriate for many bounded or stratified do…