Equivariant Representation Learning via Class-Pose Decomposition

Giovanni Luca Marchetti, Gustaf Tegnér, Anastasiia Varava +1

We introduce a general method for learning representations that are equivariant to symmetries of data. Our central idea is to decompose the latent space into an invariant factor an…