NEURIPS 2025 "causal representation learning" Papers
8 papers found
Causal Climate Emulation with Bayesian Filtering
Sebastian H. M. Hickman, Ilija Trajković, Julia Kaltenborn et al.
NEURIPS 2025posterarXiv:2506.09891
1
citations
CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
Guangyi Chen, Yunlong Deng, Peiyuan Zhu et al.
NEURIPS 2025oralarXiv:2510.14049
CCL: Causal-aware In-context Learning for Out-of-Distribution Generalization
Hoyoon Byun, Gyeongdeok Seo, Joonseong Kang et al.
NEURIPS 2025poster
Counterfactual Image Editing with Disentangled Causal Latent Space
Yushu Pan, Elias Bareinboim
NEURIPS 2025poster
Measure-Theoretic Anti-Causal Representation Learning
Arman Behnam, Binghui Wang
NEURIPS 2025posterarXiv:2510.18052
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
Yang Li, Aming WU, Zihao Zhang et al.
NEURIPS 2025posterarXiv:2510.13307
Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions
Hidde Fokkema, Tim van Erven, Sara Magliacane
NEURIPS 2025posterarXiv:2502.06536
3
citations
The third pillar of causal analysis? A measurement perspective on causal representations
Dingling Yao, Shimeng Huang, Riccardo Cadei et al.
NEURIPS 2025posterarXiv:2505.17708
1
citations