NeurIPS 2025 "causal representation learning" Papers

6 papers found

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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

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