@conference{Locatelloetal19, title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations}, author = {Locatello, F. and Bauer, S. and Lucic, M. and Raetsch, G. and Gelly, S. and Sch{\"o}lkopf, B. and Bachem, O.}, booktitle = {Proceedings of the 36th International Conference on Machine Learning (ICML)}, volume = {97}, pages = {4114--4124}, series = {Proceedings of Machine Learning Research}, editors = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan}, publisher = {PMLR}, month = jun, year = {2019}, doi = {}, url = {http://proceedings.mlr.press/v97/locatello19a.html}, month_numeric = {6} }