Variational Bayesian Quantization

Yibo Yang, Robert Bamler, Stephan Mandt

Abstract: We propose a novel algorithm for quantizing continuous latent representations in trained models. Our approach applies to deep probabilistic models, such as variational autoencoders (VAEs), and enab...