AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning

Vikas Kanaujia, Mathias S. Scheurer, Vipul Arora

Deep generative models complement Markov-chain-Monte-Carlo methods for efficiently sampling from high-dimensional distributions. Among these methods, explicit generators, such as N…