Reviews: Bias and Generalization in Deep Generative Models: An Empirical Study

After reading author responses and discussing with other reviewers, I have decided to raise my score. I think the authors did a good job in their response to the points I raised. However, I still think that their should be more emphasis in the paper on the significance of the observations made in the paper which was not clear to me at first. The study relies on probative experiments using synthetic image datasets (e.g. CLEVR, colored dots, pie shapes with various color proportions) in which observations can be explained by few, independent factors or features (e.g.