Poster "weak-to-strong generalization" Papers

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From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning

Junsoo Oh, Jerry Song, Chulhee Yun

NEURIPS 2025arXiv:2510.24812

High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws

Muhammed Ildiz, Halil Gozeten, Ege Taga et al.

ICLR 2025arXiv:2410.18837

Provable weak-to-strong generalization via benign overfitting

David Wu, Anant Sahai

ICLR 2025arXiv:2410.04638

Weak-to-Strong Generalization Through the Data-Centric Lens

Changho Shin, John Cooper, Frederic Sala

ICLR 2025arXiv:2412.03881

Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model

Wenhong Zhu, Zhiwei He, Xiaofeng Wang et al.

ICLR 2025arXiv:2410.18640

Debating with More Persuasive LLMs Leads to More Truthful Answers

Akbir Khan, John Hughes, Dan Valentine et al.

ICML 2024arXiv:2402.06782

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Collin Burns, Pavel Izmailov, Jan Kirchner et al.

ICML 2024arXiv:2312.09390