Semi-Implicit Generative Model

CoRR, 2019.

Cited by: 2|Views25
EI

Abstract:

To combine explicit and implicit generative models, we introduce semi-implicit generator (SIG) as a flexible hierarchical model that can be trained in the maximum likelihood framework. Both theoretically and experimentally, we demonstrate that SIG can generate high quality samples especially when dealing with multi-modality. By introduc...More

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