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Publisher: CAMBRIDGE UNIVERSITY PRESS, February of 2023 ‧
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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.

Generalized Normalizing Flows Via Markov Chains

by Paul Lyonel (Technische Universitat Berlin) Hagemann, Gabriele (Technische Universitat Berlin) Steidl e Johannes (Technische Universitat Berlin) Hertrich

Property Description
ISBN: 9781009331005
Publisher: CAMBRIDGE UNIVERSITY PRESS
Release Date: February of 2023
Language: English
Cover: Softcover
Pages: 66
Format: Book
Collection: Elements In Non-Local Data Interactions: Foundations And Applications
Categories: Books in English > Science > Mathematics
Books in English > Others
EAN: 9781009331005

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