@article{gvaecurvatureregularizedvariational, title = {$Γ$-VAE: Curvature regularized variational autoencoders for uncovering emergent low dimensional geometric structure in high dimensional data}, author = {Jason Z. Kim and Nicolas Perrin-Gilbert and Erkan Narmanli and Paul Klein and Christopher R. Myers and Itai Cohen and Joshua J. Waterfall and James P. Sethna}, year = {2024}, eprint = {2403.01078}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2403.01078v1}, }