Tushar Arora

Implicitly Rotation Equivariant Neural Networks

Convolutional Neural Networks (CNN) are inherently equivariant under translations, however, they do not have an equivalent embedded mechanism to handle other transformations such as rotations. The existing solutions require redesigning standard networks with filters mapped from combinations of prede…