Joint-stochastic-approximation Autoencoders with Application to Semi-supervised Learning

Wenbo He, Zhijian Ou

Our examination of existing deep generative models (DGMs), including VAEs and GANs, reveals two problems. First, their capability in handling discrete observations and latent codes…