NeurIPS "causal representation learning" Papers
6 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
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