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Generalized Normalizing Flows via Markov Chains

Paul Lyonel Hagemann , Johannes Hertrich , Gabriele Steidl

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 consider stochastic normalizing flows as a pair of Markov...