NeurIPS Rebuttal for " Explicit Disentanglement of Appearance and Perspective in Generative Models "

We thank the reviewers for their constructive and fair reviews. We here address their key concerns. Our work is, thus, an important first-step towards bridging theory and practice. Specifically, the paper now include performance on the dSprites (Higgins et al., 2017) dataset We agree that measuring "disentanglement" is an unsolved problem, but Locatello et al. (2019, ICML best paper) Hence, our results should still hold under other established metrics. Eastwood et al. (2018) still holds.