causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

CaRS: A Causal Intervention Segmentation Framework and Benchmark Dataset for Autonomous Driving under Transitional Weather Conditions WACV 2026

Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026

Measuring Model Performance in the Presence of an Intervention AAAI 2026

Toward Causal Foundation World Models: From Representation to Decision-Making AAAI 2026

Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026

TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026

Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026

Counterfactual Fairness with Imperfect Causal Graphs AAAI 2026

CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction AAAI 2026

Spatio-Temporal Hierarchical Causal Models AAAI 2026

Experimentation on Endogenous Graphs AAAI 2026

Causal Inference Under Threshold Manipulation: Bayesian Mixture Modeling and Heterogeneous Treatment Effects AAAI 2026

Causality-Driven Audits of Model Robustness WACV 2026

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026

Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference EACL 2026

CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models EACL 2026

What’s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning EACL 2026

Causal Activation Steering via Sparse Mediation EACL 2026

Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026

Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification AAAI 2026

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026

Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026

PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation AAAI 2026

Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization WACV 2026