Gauge Equivariant Convolutional Networks and the Icosahedral CNN

Taco S. Cohen, Maurice Weiler, Berkay Kicanaoglu +1

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