conftrace_

spurious correlation

279 papers

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Co-occurring keywords

causal inference (1630) domain generalization (1522) out-of-distribution generalization (408) bias mitigation (500) text classification (6793) shortcut learning (79) representation learning (6206) model robustness (480) natural language inference (1287) domain adaptation (4595)

Papers

Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data ACL 2026
Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing WACV 2026
Causal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention AAAI 2026
Calibration vs Decision Making: Revisiting the Reliability Paradox in Unlearned Language Models ACL 2026
Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias AAAI 2026
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow WACV 2026
BERT, are you paying attention? Attention regularization with human-annotated rationales EACL 2026
Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation AAAI 2026
Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective ACL 2026
Looking at Radiology Report Generation through a Causal Lens: A Survey ACL 2026
Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026
Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026
Causal Direct Preference Optimization for Language Model Alignment EACL 2026
Iterative Counterfactual Data Augmentation AAAI 2025
DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025
Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025
DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025
Multi-View Incongruity Learning for Multimodal Sarcasm Detection COLING 2025
Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility ICCV 2025
Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025
Federated Causally Invariant Feature Learning AAAI 2025
Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025
Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025