spurious correlation

Do Regularization Methods for Shortcut Mitigation Work As Intended? AISTATS 2025 Elastic Representation: Mitigating Spurious Correlations for Group Robustness AISTATS 2025 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025 EvA: Erasing Spurious Correlations with Activations ICLR 2025 Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis MIDL 2025 Federated Causally Invariant Feature Learning AAAI 2025 Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective NAACL 2025 For Better or For Worse? Learning Minimum Variance Features With Label Augmentation ICLR 2025 Generative Classifiers Avoid Shortcut Solutions ICLR 2025 Gradient Extrapolation for Debiased Representation Learning ICCV 2025 Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025 Intermediate Layer Classifiers for OOD generalization ICLR 2025 Iterative Counterfactual Data Augmentation AAAI 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility ICCV 2025 Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025 Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025 MAVias: Mitigate any Visual Bias ICCV 2025 Mitigating Shortcut Learning via Smart Data Augmentation based on Large Language Model COLING 2025 Mitigating Shortcut Learning with InterpoLated Learning ACL 2025 Mitigating Spurious Correlations in Zero-Shot Multimodal Models ICLR 2025 Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025 Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025 On the Out-of-Distribution Generalization of Self-Supervised Learning ICML 2025