UMIX: Improving Importance Weighting for Subpopulation Shift Via Uncertainty-Aware Mixup

Item #:

068431-2733

Details

DOI: https://doi.org/10.52202/068431-2733
Author(s): Yatao Bian, Zongbo Han, Lanqing Li, Zhipeng Liang, Liu Liu, Bingzhe Wu, Fan Yang, Jianhua Yao, Changqing Zhang, Peilin Zhao
Pages: 37704-37718 (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/10.52202/068431-2733
Author(s): Yatao Bian, Zongbo Han, Lanqing Li, Zhipeng Liang, Liu Liu, Bingzhe Wu, Fan Yang, Jianhua Yao, Changqing Zhang, Peilin Zhao
Pages: 37704-37718 (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)