"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 2025poster
2
citations

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

Fudong Lin, Xu Yuan

NeurIPS 2025spotlightarXiv:2510.08836

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

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

ICLR 2025posterarXiv:2412.02482
5
citations

Arrows of Time for Large Language Models

Vassilis Papadopoulos, Jérémie Wenger, Clement Hongler

ICML 2024poster

Position: On the Possibilities of AI-Generated Text Detection

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

ICML 2024poster

Slicing Mutual Information Generalization Bounds for Neural Networks

Kimia Nadjahi, Kristjan Greenewald, Rickard Gabrielsson et al.

ICML 2024poster