Gauge Equivariant Convolutional Networks and the Icosahedral CNN

Taco Cohen, Maurice Weiler, Berkay Kicanaoglu, Max Welling

Abstract: The principle of equivariance to symmetry transformations enables a theoretically grounded approach to neural network architecture design. Equivariant networks have shown excellent performance and ...