Quality Not Quantity: On the Interaction Between Dataset Design and Robustness of CLIP

Item #:

068431-1559

Details

DOI: https://doi.org/10.52202/068431-1559
Author(s): Gabriel Ilharco, Thao Nguyen, Sewoong Oh, Ludwig Schmidt, Mitchell Wortsman
Pages: 21455-21469 (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/10.52202/068431-1559
Author(s): Gabriel Ilharco, Thao Nguyen, Sewoong Oh, Ludwig Schmidt, Mitchell Wortsman
Pages: 21455-21469 (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)