causal inference

Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024 Bi-Causal: Group Activity Recognition via Bidirectional Causality CVPR 2024 Bounding causal effects with leaky instruments UAI 2024 Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation ICLR 2024 Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning AAAI 2024 CaDeT: a Causal Disentanglement Approach for Robust Trajectory Prediction in Autonomous Driving CVPR 2024 Calibrated and Conformal Propensity Scores for Causal Effect Estimation UAI 2024 CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification AAAI 2024 Can Large Language Models Infer Causation from Correlation? ICLR 2024 Can Large Language Models (or Humans) Disentangle Text? NAACL 2024 CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024 Causal Analysis for Robust Interpretability of Neural Networks WACV 2024 Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024 Causal ATE Mitigates Unintended Bias in Controlled Text Generation CoNLL 2024 CausalCite: A Causal Formulation of Paper Citations ACL 2024 Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024 Causal Contrastive Learning for Counterfactual Regression Over Time NeurIPS 2024 Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model NeurIPS 2024 Causal Dependence Plots NeurIPS 2024 Causal Discovery from Event Sequences by Local Cause-Effect Attribution NeurIPS 2024 Causal-Driven Skill Prerequisite Structure Discovery AAAI 2024 Causal Effect Identification in a Sub-Population with Latent Variables NeurIPS 2024 Causal effects of intervening variables in settings with unmeasured confounding JMLR 2024