@inproceedings{NEURIPS2021_8929c70f, author = {von K\"{u}gelgen, Julius and Sharma, Yash and Gresele, Luigi and Brendel, Wieland and Sch\"{o}lkopf, Bernhard and Besserve, Michel and Locatello, Francesco}, booktitle = {Advances in Neural Information Processing Systems}, editor = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P.S. Liang and J. Wortman Vaughan}, pages = {16451--16467}, publisher = {Curran Associates, Inc.}, title = {Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style}, url = {https://proceedings.neurips.cc/paper_files/paper/2021/file/8929c70f8d710e412d38da624b21c3c8-Paper.pdf}, volume = {34}, year = {2021} }