Orthogonal convolution

[thib-s]

The implemented method for convolutions use the reshaped kernel orthogonalization. Altough it ensure the lipschitz constant, it is not the most efficient method to ensure the orthogonality.

[franckma31]

In addition to the brach feat/orthoconv2d, the new library orthogonium in pytorch is a partial answer to this issue