counterfactual inference

Canonical Domain Reduction for Partial Counterfactual Identification UAI 2026 CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models AAAI 2026 DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions AAAI 2026 Flow IV: Counterfactual Inference In Nonseparable Outcome Models Using Instrumental Variables CLeaR 2026 Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation AAAI 2026 Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025 Counterfactual Generative Modeling with Variational Causal Inference ICLR 2025 Counterfactual Influence in Markov Decision Processes CLeaR 2025 Gaussian Mixture Counterfactual Generator ICLR 2025 Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025 Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning ICLR 2025 Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025 Adversarial Causal Bayesian Optimization ICLR 2024 Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows PGM 2024 Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 Robust Emotion Recognition in Context Debiasing CVPR 2024 Adversarial De-confounding in Individualised Treatment Effects Estimation AISTATS 2023 Causal Effect Identification in Cluster DAGs AAAI 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 Estimation of Counterfactual Interventions under Uncertainties ACML 2023 Fast Counterfactual Inference for History-Based Reinforcement Learning AAAI 2023 Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023