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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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Generalized Normalizing Flows via Markov Chains, Paul Lyonel Hagemann, Johannes Hertrich, Gabri Steidl
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- 2023
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