When and How to Canonize: A Generalization Perspective.

arXiv:2605.11008v3 Announce Type: replace-cross Abstract: While invariant architectures are standard for processing symmetric data, there is growing interest in achieving invariance by applying group averaging or canonization to non-invariant backbones. Howeve