The High Cost of Data Augmentation for Learning Equivariant Models

Henri Klintebäck, Christoph Ortner, Lior Silberman

According to Noether's theorem the presence of a continuous symmetry in a Hamiltonian systems is equivalent to the existence of a conserved quantity, yet these symmetries are not a…