"mutual information" Papers

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Activation-Guided Consensus Merging for Large Language Models

Yuxuan Yao, Shuqi LIU, Zehua Liu et al.

NEURIPS 2025arXiv:2505.14009
2
citations

Bits Leaked per Query: Information-Theoretic Bounds for Adversarial Attacks on LLMs

Masahiro Kaneko, Timothy Baldwin

NEURIPS 2025spotlightarXiv:2510.17000

Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits

Yuzhou Gu, Yanjun Han, Jian Qian

NEURIPS 2025oralarXiv:2503.00273
1
citations

Information-Theoretic Discrete Diffusion

Moongyu Jeon, Sangwoo Shin, Dongjae Jeon et al.

NEURIPS 2025arXiv:2510.24088

Information Theoretic Text-to-Image Alignment

Chao Wang, Giulio Franzese, alessandro finamore et al.

ICLR 2025arXiv:2405.20759
4
citations

Learning Task-Agnostic Representations through Multi-Teacher Distillation

Philippe Formont, Maxime Darrin, Banafsheh Karimian et al.

NEURIPS 2025arXiv:2510.18680

TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning

Hongyang He, Xinyuan Song, Yangfan He et al.

NEURIPS 2025arXiv:2509.21526
1
citations

An Independence-promoting Loss for Music Generation with Language Models

Jean-Marie Lemercier, Simon Rouard, Jade Copet et al.

ICML 2024arXiv:2406.02315
5
citations

Bottleneck-Minimal Indexing for Generative Document Retrieval

Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii

ICML 2024arXiv:2405.10974
2
citations

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Xinying Zou, Samir Perlaza, Inaki Esnaola et al.

AAAI 2024paperarXiv:2312.12236
27
citations

No Free Prune: Information-Theoretic Barriers to Pruning at Initialization

Tanishq Kumar, Kevin Luo, Mark Sellke

ICML 2024arXiv:2402.01089
9
citations

Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images

Jun-Peng Jiang, Han-Jia Ye, Leye Wang et al.

ICML 2024spotlight

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training

Chaoya Jiang, Wei Ye, Haiyang Xu et al.

AAAI 2024paperarXiv:2312.08846
6
citations