Latent Space Symmetry Discovery

no code implementations • 29 Sep 2023 • Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

It learns a mapping from the data space to a latent space where the symmetries become linear and simultaneously discovers symmetries in the latent space.

Generative Adversarial Symmetry Discovery

1 code implementation • 1 Feb 2023 • Jianke Yang, Robin Walters, Nima Dehmamy, Rose Yu

Despite the success of equivariant neural networks in scientific applications, they require knowing the symmetry group a priori.

Inductive Bias Trajectory Prediction