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2025 ICML ICML 2025

Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Alessandro Palma, Sergei Rybakov, Leon Hetzel, Stephan Günnemann, Fabian J Theis

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Core Methods > Representation Learning Deep Learning > Models > Generative Models

Keywords

variational autoencoder euclidean geometry trajectory reconstruction single-cell rna sequencing latent manifold geodesic path
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