Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments

Jaspreet Singh, Chandan Singh

The convolutional layers of standard convolutional neural networks (CNNs) are equivariant to translation. However, the convolution and fully-connected layers are not equivariant or…