Langevin Dynamics

Deep Generative Classifier with Short Run Inference

Deep generative classifier employs Short Run Markov Chain Monte Carlo inference with Langevin dynamics and backpropagation through time

Learning Multi-Layer Latent Variable Model with Short Run MCMC Inference Dynamics

Short Run MCMC sampling is utilized in a deep generative model with multiple layers of latent variables