Bases of Steerable Kernels for Equivariant CNNs: From 2D Rotations to the Lorentz Group

Alan Garbarz

We present an alternative way of solving the steerable kernel constraint that appears in the design of steerable equivariant convolutional neural networks. We find explicit real an…