2 papers
cs.CV2025
Fine-Grained Class-Conditional Distribution Balancing for Debiased Learning
Miaoyun Zhao, Qiang Zhang
Achieving group-robust generalization in the presence of spurious correlations remains a significant challenge, particularly when bias annotations are unavailable. Recent studies o…
cs.LG2025
Class-Conditional Distribution Balancing for Group Robust Classification
Miaoyun Zhao, Chenrong Li, Qiang Zhang
Spurious correlations that lead models to correct predictions for the wrong reasons pose a critical challenge for robust real-world generalization. Existing research attributes thi…