Poster "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
Causally Motivated Sycophancy Mitigation for Large Language Models
Haoxi Li, Xueyang Tang, Jie ZHANG et al.
ICLR 2025poster
8
citations
Interpretable Causal Representation Learning for Biological Data in the Pathway Space
Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas et al.
ICLR 2025posterarXiv:2506.12439
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
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
A Sparsity Principle for Partially Observable Causal Representation Learning
Danru Xu, Dingling Yao, Sébastien Lachapelle et al.
ICML 2024poster
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
Wanpeng Zhang, Yilin Li, Boyu Yang et al.
ICML 2024poster