Equivariant Representation Learning in the Presence of Stabilizers

Luis Armando Pérez Rey, Giovanni Luca Marchetti, Danica Kragic +2

We introduce Equivariant Isomorphic Networks (EquIN) -- a method for learning representations that are equivariant with respect to general group actions over data. Differently from…