Improving Equivariant Networks with Probabilistic Symmetry Breaking

Hannah Lawrence, Vasco Portilheiro, Yan Zhang +1

Equivariance encodes known symmetries into neural networks, often enhancing generalization. However, equivariant networks cannot break symmetries: the output of an equivariant netw…