Normalizing Flows : An Introduction and Review of Current Methods

Normalizing Flows are generative models which produce tractable distributions where both sampling and density evaluation can be efficient and exact. The goal of this survey article is to give a coherent and comprehensive review of the literature around the construction and use of Normalizing Flows f...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 11 vom: 12. Nov., Seite 3964-3979
1. Verfasser: Kobyzev, Ivan (VerfasserIn)
Weitere Verfasser: Prince, Simon J D, Brubaker, Marcus A
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article