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Causal Inference

3310 directly classified papers

Papers per year

Papers

HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025
Rating AI Models for Robustness Through a Causal Lens IJCAI 2025
Human-AI Coevolution (Abstract Reprint) IJCAI 2025
On the Transferability of Causal Knowledge for Language Models NAACL 2025
Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025
CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025
Analyzing (In)Abilities of SAEs via Formal Languages NAACL 2025
InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025
CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025
Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025
Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025
CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025
CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography AAAI 2025
Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models NAACL 2025