Iterative Amortized Inference

Joseph Marino, Yisong Yue, Stephan Mandt

Abstract: Inference models are a key component in scaling variational inference to deep latent variable models, most notably as encoder networks in variational auto-encoders (VAEs). By replacing conventional...