Understanding and Improving Robustness of Vision Transformers Through Patch-Based Negative Augmentation

Item #:

068431-1184

Details

DOI: https://doi.org/10.52202/068431-1184
Author(s): Alex Beutel, Ting Chen, Balaji Lakshminarayanan, Yao Qin, Xuezhi Wang, Chiyuan Zhang
Pages: 16276-16289 (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/10.52202/068431-1184
Author(s): Alex Beutel, Ting Chen, Balaji Lakshminarayanan, Yao Qin, Xuezhi Wang, Chiyuan Zhang
Pages: 16276-16289 (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)