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Learning Robust Classifiers with Self-Guided Spurious Correlation
  Mitigation

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation

6 May 2024
Guangtao Zheng
Wenqian Ye
Aidong Zhang
ArXivPDFHTML

Papers citing "Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation"

4 / 4 papers shown
Title
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification
Tom A. Lamb
Adam Davies
Alasdair Paren
Philip H. S. Torr
Francesco Pinto
47
0
0
30 Oct 2024
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Shirley Wu
Mert Yuksekgonul
Linjun Zhang
James Zou
78
56
0
01 May 2023
UMIX: Improving Importance Weighting for Subpopulation Shift via
  Uncertainty-Aware Mixup
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
Zongbo Han
Zhipeng Liang
Fan Yang
Liu Liu
Lanqing Li
Yatao Bian
P. Zhao
Bing Wu
Changqing Zhang
Jianhua Yao
53
34
0
19 Sep 2022
An Investigation of Why Overparameterization Exacerbates Spurious
  Correlations
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
Shiori Sagawa
Aditi Raghunathan
Pang Wei Koh
Percy Liang
152
371
0
09 May 2020
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