@inproceedings{NEURIPS2022_5ddcfaad, author = {Pinto, Francesco and Yang, Harry and Lim, Ser Nam and Torr, Philip and Dokania, Puneet}, booktitle = {Advances in Neural Information Processing Systems}, editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, pages = {14608--14622}, publisher = {Curran Associates, Inc.}, title = {Using Mixup as a Regularizer Can Surprisingly Improve Accuracy \& Out-of-Distribution Robustness}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/5ddcfaad1cb72ce6f1a365e8f1ecf791-Paper-Conference.pdf}, volume = {35}, year = {2022} }