https://openreview.net/forum?id=qo7NtGMr2u
Symmetry Discovery Beyond Affine Transformations | OpenReview
Symmetry detection has been shown to improve various machine learning tasks. In the context of continuous symmetry detection, current state of the art...
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https://openreview.net/forum?id=VPHFKbhJIJ
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations | OpenReview
We introduce a novel approach for discovering effective degrees of freedom (DOF) in molecular dynamics simulations by mapping the DOF to approximate symmetries...
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https://openreview.net/forum?id=qstt2OguvM
Latent Space Symmetry Discovery | OpenReview
Equivariant neural networks require explicit knowledge of the symmetry group. Automatic symmetry discovery methods aim to relax this constraint and learn...
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