spurious correlation

PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion MIDL 2025 PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025 Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025 Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025 Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025 Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025 SEBRA : Debiasing through Self-Guided Bias Ranking ICLR 2025 Severing Spurious Correlations with Data Pruning ICLR 2025 Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CoNLL 2025 Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025 ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models IJCAI 2025 Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025 Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization ICML 2025 StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025 Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection ICML 2025 Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025 Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025 The Devil is in the Spurious Correlations: Boosting Moment Retrieval with Dynamic Learning ICCV 2025 The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025 The Pitfalls of Memorization: When Memorization Hurts Generalization ICLR 2025 Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025 TLDR: Text Based Last-Layer Retraining for Debiasing Image Classifiers WACV 2025 Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025 Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations WACV 2025 Visual Representation Learning through Causal Intervention for Controllable Image Editing CVPR 2025