Equivariant by Construction Image registration

Steps:

1: Define equivariance for image registration, select how strong or weak we need our equivariance to be

2: Find an architecture that has our chosen equivariance

3: Improve the power of our architecture by making it multistep while preserving equivariance

4: Train end to end.