Robust Machine Learning
Conference Paper
2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
| Author(s): | von Kügelgen, Julius and Sharma, Yash and Gresele, Luigi and Brendel, Wieland and Schölkopf, Bernhard and Besserve, Michel and Locatello, Francesco |
| Book Title: | 35th Conference on Neural Information Processing Systems (NeurIPS) |
| Year: | 2021 |
| Bibtex Type: | Conference Paper (inproceedings) |
| Electronic Archiving: | grant_archive |
BibTex
@inproceedings{escidoc:3396043,
title = {Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style},
booktitle = {35th Conference on Neural Information Processing Systems (NeurIPS)},
year = {2021},
slug = {escidoc-3396043},
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}
}