A Data-Augmentation is Worth a Thousand Samples: Analytical Moments and Sampling-Free Training

Item #:

068431-1427

Details

DOI: https://doi.org/10.52202/068431-1427
Author(s): Randall Balestriero, Yann Lecun, Ishan Misra
Pages: 19631-19644 (14 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/10.52202/068431-1427
Author(s): Randall Balestriero, Yann Lecun, Ishan Misra
Pages: 19631-19644 (14 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)