spurious correlation

Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing UAI 2026 Prototype-based Causal Intervention for Multi-Label Image Classification CVPR 2026 Rank-Guided Pseudo-Bias Learning for Robust Black-Box Adaptation CVPR 2026 SIR: Structured Image Representations for Explainable Robot Learning CVPR 2026 Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation AAAI 2026 TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection SemEval 2026 UNI-OOD: Unified Object- and Image-level Out-of-Distribution Detection via Cross-Context Attentive Vision-Language Modeling CVPR 2026 A Differentiable Rank-Based Objective for Better Feature Learning ICLR 2025 Benchmarking Time-localized Explanations for Audio Classification Models Interspeech 2025 Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction IJCAI 2025 Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025 Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025 Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025 Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 Causally Motivated Sycophancy Mitigation for Large Language Models ICLR 2025 Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning CVPR 2025 CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025 Common Sense Bias Modeling for Classification Tasks AAAI 2025 Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 DiMPLe - Disentangled Multi-Modal Prompt Learning: Enhancing Out-Of-Distribution Alignment with Invariant and Spurious Feature Separation ICCV 2025 Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts ICML 2025