Towards Real-world Debiasing: Rethinking Evaluation, Challenge, and Solution

Peng Kuang, Zhibo Wang, Zhixuan Chu +2

Spurious correlations in training data significantly hinder the generalization capability of machine learning models when faced with distribution shifts, leading to the proposition…