Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks

Siqi Fang, Zachary Schlamowitz, Andrew Bennecke +1

Translation equivariance is a central reason convolutional neural networks have been successful in computer vision. Other symmetries, such as rotations and reflections, are similar…