Causal Inference

Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment ACL 2023 IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis ICCV 2023 Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023 Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective NeurIPS 2023 Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023 It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words ACL 2023 Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions CLeaR 2023 Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023 Kernel Conditional Moment Constraints for Confounding Robust Inference AISTATS 2023 KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations AAAI 2023 K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NeurIPS 2023 Knowledge Proxy Intervention for Deconfounded Video Question Answering ICCV 2023 Language Anisotropic Cross-Lingual Model Editing ACL 2023 Language Models with Rationality EMNLP 2023 Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023 Layout-Based Causal Inference for Object Navigation CVPR 2023 Learning and Planning under Uncertainty for Conservation Decisions AAAI 2023 Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023 Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling CLeaR 2023 Learning Conditional Granger Causal Temporal Networks CLeaR 2023 Learning DAGs from Data with Few Root Causes NeurIPS 2023 Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023 Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion NeurIPS 2023 Learning good interventions in causal graphs via covering UAI 2023 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023