Generalized Normalizing Flows via Markov Chains
Generalized Normalizing Flows via Markov Chains
Contenu
"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"--
Informations bibliographiques
février 2023, Elements in Non-local Data Interactions: Foundations and Applications, Anglais
Cambridge Academic
978-1-009-33100-5