Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-Of-Distribution Robustness

Item #:

068431-1062

Details

DOI: https://doi.org/10.52202/068431-1062
Author(s): Puneet Dokania, Ser Nam Lim, Francesco Pinto, Philip Torr, Harry Yang
Pages: 14608-14622 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1062
Author(s): Puneet Dokania, Ser Nam Lim, Francesco Pinto, Philip Torr, Harry Yang
Pages: 14608-14622 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)