Preprint
Aug 2026
Reducing Symmetry Increase in Equivariant Neural Networks
A detailed and in-depth characterization of symmetry increase is provided together with a principled framework for its reduction and practical guidelines for feature design to prevent harmful symmetry increases are proposed.
Ning Lin, Jiacheng Cen, Anyi Li et al.
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