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Group-robust Sample Reweighting for Subpopulation Shifts via Influence FunctionsInternational Conference on Learning Representations (ICLR), 2025 |
 How Does Distribution Matching Help Domain Generalization: An
Information-theoretic AnalysisIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2024 |
 Specification Overfitting in Artificial IntelligenceArtificial Intelligence Review (Artif Intell Rev), 2024 |
 Test-Time Domain Adaptation by Learning Domain-Aware Batch NormalizationAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Mind the Label Shift of Augmentation-based Graph OOD GeneralizationComputer Vision and Pattern Recognition (CVPR), 2023 |
 Sufficient Invariant Learning for Distribution ShiftComputer Vision and Pattern Recognition (CVPR), 2022 |
 PAC Generalization via Invariant RepresentationsInternational Conference on Machine Learning (ICML), 2022 |
