"mutual information analysis" Papers

5 papers found

Filters:mutual information analysis Clear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective

Xinmiao Yu, Xiaocheng Feng, Yun Li et al.

AAAI 2025paperarXiv:2412.17787

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

Halton Scheduler for Masked Generative Image Transformer

Victor Besnier, Mickael Chen, David Hurych et al.

ICLR 2025arXiv:2503.17076

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints

Ziqi Sheng, Wei Lu, Xiangyang Luo et al.

AAAI 2025paperarXiv:2412.09981

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

Zeyu Gan, Yong Liu

ICLR 2025arXiv:2410.01720