Generalized Normalizing Flows Via Markov Chains - Hagemann, Paul Lyonel (Technische Universitat Berlin); Hertrich, Johannes (Technische Universitat Berlin); Steidl, Gabriele (Technische Universitat Berlin)
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Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. The authors' framework establishes a useful mathematical tool to combine the various approaches.

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Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. The authors' framework establishes a useful mathematical tool to combine the various approaches.