On Making $\mathrm{SE}(2)$-Invariant Networks Optimal

Tomas Karella, Emily Shinkle, Alice Elisabeth Anastasia Allen +3

Respecting a-priori known symmetries of underlying data is a key principle in designing efficient neural architectures. Convolutional neural networks are a canonical example, encod…