Reviews: D-VAE: A Variational Autoencoder for Directed Acyclic Graphs

Neural Information Processing Systems 

Although initial scores were mixed, after the rebuttal period reviewers all converged to acceptance. In this regard, some issues related to comparisons with existing work were adequately resolved. Beyond this, the demonstration of injectivity is also a nice analytical complement to the algorithmic and empirical contributions, and overall I enjoyed reading this work.