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2405.03649
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Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
6 May 2024
Guangtao Zheng
Wenqian Ye
Aidong Zhang
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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
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
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
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
Shiori Sagawa
Aditi Raghunathan
Pang Wei Koh
Percy Liang
152
371
0
09 May 2020
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