"mutual information estimation" Papers

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Benchmarking LLMs' Judgments with No Gold Standard

Shengwei Xu, Yuxuan Lu, Grant Schoenebeck et al.

ICLR 2025arXiv:2411.07127
14
citations

Connecting Jensen–Shannon and Kullback–Leibler Divergences: A New Bound for Representation Learning

Reuben Dorent, Polina Golland, William (Sandy) Wells

NEURIPS 2025arXiv:2510.20644

Flow-based Variational Mutual Information: Fast and Flexible Approximations

Caleb Dahlke, Jason Pacheco

ICLR 2025
4
citations

Information-Driven Design of Imaging Systems

Henry Pinkard, Leyla Kabuli, Eric Markley et al.

NEURIPS 2025arXiv:2405.20559
9
citations

Differentiable Information Bottleneck for Deterministic Multi-view Clustering

Xiaoqiang Yan, Zhixiang Jin, Fengshou Han et al.

CVPR 2024arXiv:2403.15681
17
citations

InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization

Zhengyang Hu, Song Kang, Qunsong Zeng et al.

ICML 2024arXiv:2402.10158
6
citations

Large Language Models are Efficient Learners of Noise-Robust Speech Recognition

Yuchen Hu, CHEN CHEN, Chao-Han Huck Yang et al.

ICLR 2024spotlightarXiv:2401.10446
36
citations