Generalized Normalizing Flows via Markov Chains

ISBN-13: 9781009331005 / Angielski / Miękka / 2023 / 75 str.

Gabriele (Technische Universitat Berlin) Steidl

Opis

This Element provides a unified framework to handle various approaches to generative models via Markov chains.

Spis treści

1. Introduction; 2. Preliminaries; 3. Normalizing Flows; 4. Stochastic Normalizing Flows; 5. Stochastic Layers; 6. Conditional Generative Modeling; 7. Numerical Results; 8. Conclusions and Open Questions; References.