counterfactual prediction

Retrospective Counterfactual Prediction by Conditioning on the Factual Outcome: A Cross-World Approach CLeaR 2026 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models ICLR 2025 Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation AAAI 2024 G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes MLHC 2024 LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer ICLR 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024 Adversarial Counterfactual Environment Model Learning NeurIPS 2023 Factual Observation Based Heterogeneity Learning for Counterfactual Prediction CLeaR 2023 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NeurIPS 2022 Predicting the impact of treatments over time with uncertainty aware neural differential equations. AISTATS 2022 Causal Autoregressive Flows AISTATS 2021 Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning ICLR 2021 SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NeurIPS 2021 Causal Discovery in Physical Systems from Videos NeurIPS 2020 Counterfactual Prediction for Bundle Treatment NeurIPS 2020 Counterfactual Predictions under Runtime Confounding NeurIPS 2020 Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth IJCAI 2020 Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019 Robust Multi-agent Counterfactual Prediction NeurIPS 2019 Deep IV: A Flexible Approach for Counterfactual Prediction ICML 2017 Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NeurIPS 2017