backdoor adjustment

Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction AAAI 2026 CausalVAD: De-confounding End-to-End Autonomous Driving via Causal Intervention CVPR 2026 DARC: Dual Adjustment Reasoning with Counterfactuals for Trustworthy Chest X-ray Classification CVPR 2026 Prototype-based Causal Intervention for Multi-Label Image Classification CVPR 2026 Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 Algorithmic syntactic causal identification CLeaR 2025 CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025 Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025 Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality ICLR 2025 Rethinking the Bias of Foundation Model under Long-tailed Distribution ICML 2025 Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025 A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024 Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024 Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NeurIPS 2024 Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference NeurIPS 2024 De-biased Attention Supervision for Text Classification with Causality AAAI 2024 De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts CVPR 2024 DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024 Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024 Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024 A Neural Mean Embedding Approach for Back-door and Front-door Adjustment ICLR 2023