Manifold Contrastive Learning with Variational Lie Group Operators

1 code implementation • 23 Jun 2023 • Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher J. Rozell

In this work, we propose a contrastive learning approach that directly models the latent manifold using Lie group operators parameterized by coefficients with a sparsity-promoting prior.

Contrastive Learning Representation Learning +1