Unsupervised Learning of Group Invariant and Equivariant Representations

Robin Winter, Marco Bertolini, Tuan Le +2

Equivariant neural networks, whose hidden features transform according to representations of a group G acting on the data, exhibit training efficiency and an improved generalisatio…