SurVAE Flows: Surjections to
Bridge the Gap between VAEs and Flows
Didrik Nielsen1 , Priyank Jaini2 , Emiel Hoogeboom2 , Ole Winther1 , Max Welling2
Technical University of Denmark1 , UvA-Bosch Delta Lab, University of Amsterdam2
didni@dtu.dk, p.jaini@uva.nl, e.hoogeboom@uva.nl
olwi@dtu.dk, m.welling@uva.nl
Abstract
Normalizing flows and variational autoencoders are powerful generative models
that can represent complicated de ...


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