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causal factor

9 papers

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causal representation learning (4) information-theoretic objective (2) causal representation (2) out-of-distribution generalization (2) domain generalization (2) causal inference (2) invariant mechanism (1) uplift modeling (1) mechanical system (1) invariant causal mechanism (1)

Papers

Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026 Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency ICML 2025 Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains ICML 2025 Sanity Checking Causal Representation Learning on a Simple Real-World System ICML 2025 CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense NeurIPS 2024 Targeted Reduction of Causal Models UAI 2024 Towards the Reusability and Compositionality of Causal Representations CLeaR 2024 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021