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 ...