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causal learning

20 papers

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Co-occurring keywords

causal inference (1630) domain generalization (1522) spurious correlation (279) representation learning (6206) information theory (491) graph neural network (3962) front-door adjustment (22) event-related bia (2) generative model (2892) distribution shift (722)

Papers

Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025
CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation ICCV 2025
Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025
Generalizing to Unseen Disaster Events: A Causal View AACL 2025
Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025
Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion CVPR 2025
Emergence-Inspired Multi-Granularity Causal Learning AAAI 2025
Enhancing Distributional Stability among Sub-populations AISTATS 2024
Rethinking Causal Relationships Learning in Graph Neural Networks AAAI 2024
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks AAAI 2024
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning IJCAI 2024
Vision-and-Language Navigation via Causal Learning CVPR 2024
SCALE: Causal Learning and Discovery of Robot Manipulation Skills using Simulation CORL 2023
Learning Causal Overhypotheses through Exploration in Children and Computational Models CLEAR 2022
Generative Interventions for Causal Learning CVPR 2021
Alleviating Privacy Attacks via Causal Learning ICML 2020
Reliable and Efficient Anytime Skeleton Learning AAAI 2020
CXPlain: Causal Explanations for Model Interpretation under Uncertainty NIPS 2019
CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019
Causal Learning via Manifold Regularization JMLR 2019