Seonglae ChoA learning method that connects the latent space of data with structural information then generates more interpretable and controllable models through structuring the latent space.
arxiv.org
https://arxiv.org/pdf/2404.01241
arxiv.org
https://arxiv.org/pdf/2412.01506
Latent structure of non-symmetry discovery for Lie Group
LaLiGAN is a powerful tool that can detect nonlinear symmetries and learn structured latent spaces
arxiv.org
https://arxiv.org/pdf/2310.00105