"information theory" Papers

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AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks

Van Nguyen, Tingmin Wu, Xingliang YUAN et al.

ICLR 2025
2
citations

Long-Tailed Recognition via Information-Preservable Two-Stage Learning

Fudong Lin, Xu Yuan

NEURIPS 2025spotlightarXiv:2510.08836

Neural Entropy

Akhil Premkumar

NEURIPS 2025spotlightarXiv:2409.03817
5
citations

Traceable and Explainable Multimodal Large Language Models: An Information-Theoretic View

Zihan Huang, Junda Wu, Rohan Surana et al.

COLM 2025paper

What should a neuron aim for? Designing local objective functions based on information theory

Andreas C. Schneider, Valentin Neuhaus, David Ehrlich et al.

ICLR 2025arXiv:2412.02482
5
citations

An Information Theoretical View for Out-Of-Distribution Detection

Jinjing Hu, Wenrui Liu, Hong Chang et al.

ECCV 2024
1
citations

Arrows of Time for Large Language Models

Vassilis Papadopoulos, Jérémie Wenger, Clement Hongler

ICML 2024arXiv:2401.17505
14
citations

Position: On the Possibilities of AI-Generated Text Detection

Souradip Chakraborty, Amrit Singh Bedi, Sicheng Zhu et al.

ICML 2024

Slicing Mutual Information Generalization Bounds for Neural Networks

Kimia Nadjahi, Kristjan Greenewald, Rickard Gabrielsson et al.

ICML 2024arXiv:2406.04047
4
citations