Generalized Normalizing Flows via Markov Chains - Johannes Hertrich,Paul Lyonel Hagemann,Gabriele Steidl
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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"--
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| Author | Johannes Hertrich, Paul Lyonel Hagemann, Gabriele Steidl |
|---|---|
| Publisher | Cambridge University Press |
| Release year | 2023 |
| Cover type | Softcover |
| EAN | 9781009331005 |