GibbsNet: Iterative Adversarial Inference for Deep Graphical Models

Alex Lamb, Devon Hjelm, Yaroslav Ganin +3

Directed latent variable models that formulate the joint distribution as $p(x,z)=p(z)p(x\mid z)$ have the advantage of fast and exact sampling. However, these models have the w…