Variational Autoencoder

Short-Run MCMC Residual Network toward Energy Based Model

Non-convergent non-persistent short-run MCMC residual network beats VAE and GAN for image synthesis, interpolation, and reconstruction

Formulation of Variational Lower Bound and Application of VAE to MNIST Dataset

Formulation of the evidence lower bound (ELBO) for the variational autoencoder and an application to synthesizing binary images