Inverting Variational Autoencoders for Improved Generative Accuracy

Ian Gemp, Ishan Durugkar, Mario Parente +2

Recent advances in semi-supervised learning with deep generative models have shown promise in generalizing from small labeled datasets ($\mathbf{x},\mathbf{y}$) to large unlabeled…