worst-group accuracy

Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026 Rank-Guided Pseudo-Bias Learning for Robust Black-Box Adaptation CVPR 2026 Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025 Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift ICML 2025 Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers ICCV 2025 Gradient Extrapolation for Debiased Representation Learning ICCV 2025 Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025 Mitigating Spurious Correlations in Zero-Shot Multimodal Models ICLR 2025 RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning UAI 2025 Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025 Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections NeurIPS 2024 Evaluating Model Bias Requires Characterizing its Mistakes ICML 2024 Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias AISTATS 2024 Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference ICML 2024 Label-Efficient Group Robustness via Out-of-Distribution Concept Curation CVPR 2024 The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NeurIPS 2024 Change is Hard: A Closer Look at Subpopulation Shift ICML 2023 Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning ICML 2023 Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play ICLR 2023 Robust Learning with Progressive Data Expansion Against Spurious Correlation NeurIPS 2023 Towards Last-layer Retraining for Group Robustness with Fewer Annotations NeurIPS 2023 Finding Dataset Shortcuts with Grammar Induction EMNLP 2022 On Feature Learning in the Presence of Spurious Correlations NeurIPS 2022 On Guiding Visual Attention With Language Specification CVPR 2022 Outlier-Aware Training for Improving Group Accuracy Disparities AACL 2022