Nonlinear Isometric Manifold Learning for Injective Normalizing Flows

no code implementations • 8 Mar 2022 • Eike Cramer, Felix Rauh, Alexander Mitsos, Raúl Tempone, Manuel Dahmen

To model manifold data using normalizing flows, we employ isometric autoencoders to design embeddings with explicit inverses that do not distort the probability distribution.

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