Question: What different properties of the posterior distribution are explored in the paper?
Answer: interdependence between rate and distortion, impact of KL on the sharpness of the approximated posteriors, demonstrate how certain generative behaviours could be imposed on VAEs via a range of maximum channel capacities, some experiments to find if any form of syntactic information is encoded in the latent space