Understanding the detrimental class-level effects of data augmentation

Item #:

075280-0768

Details

DOI: https://doi.org/10.52202/075280-0768
Author(s): Randall Balestriero, Diane Bouchacourt, Hamed Firooz, Mark Ibrahim, Polina Kirichenko, Shanmukha Ramakrishna Vedantam, Andrew Wilson
Pages: 17498-17526 (29 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0768
Author(s): Randall Balestriero, Diane Bouchacourt, Hamed Firooz, Mark Ibrahim, Polina Kirichenko, Shanmukha Ramakrishna Vedantam, Andrew Wilson
Pages: 17498-17526 (29 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)