2025 "mutual information analysis" Papers

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Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning

Chen Qian, Dongrui Liu, Hao Wen et al.

NeurIPS 2025arXiv:2506.02867
22
citations

Halton Scheduler for Masked Generative Image Transformer

Victor Besnier, Mickael Chen, David Hurych et al.

ICLR 2025posterarXiv:2503.17076
21
citations

Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective

Zeyu Gan, Yong Liu

ICLR 2025posterarXiv:2410.01720
14
citations