VFlow: More Expressive Generative Flows with Variational Data Augmentation

Jianfei Chen, Cheng Lu, Biqi Chenli, Jun Zhu, Tian Tian

Abstract: Generative flows are promising tractable models for density modeling that define probabilistic distributions with invertible transformations. However, tractability imposes architectural constraints...