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Causal Inference

3310 directly classified papers

Papers per year

Papers

Spatio-Temporal Hierarchical Causal Models AAAI 2026
Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026
Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026
Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning AAAI 2026
Expressive Recursive Answers for Ontological Knowledge Bases AAAI 2026
PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation AAAI 2026
DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions AAAI 2026
Closer to Biological Mechanism: Drug-Drug Interaction Prediction from the Perspective of Pharmacophore AAAI 2026
Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025
Where, What, Why: Towards Explainable Driver Attention Prediction ICCV 2025
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning ICCV 2025
Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025
Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates EMNLP 2025
A Survey of Multilingual Reasoning in Language Models EMNLP 2025
Medical World Model ICCV 2025
Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025
Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025
Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025
Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025
Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization ICCV 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025
Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025