Collin Burns

5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) CVPR (1) ICML (1)

Top co-authors

Jacob Steinhardt (4) Dan Hendrycks (2) Dawn Song (2) Steven Basart (2) Yining Chen (1) Jeffrey Wu (1) Leopold Aschenbrenner (1) Bowen Baker (1) Leo Gao (1) Jan Hendrik Kirchner (1)

Keywords

feature alignment (1) learning theory (1) domain adaptation (1) batch normalization (1) unsupervised domain adaptation (1) distribution shift (1)

Papers

Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision ICML 2024

Discovering Latent Knowledge in Language Models Without Supervision ICLR 2023

Limitations of Post-Hoc Feature Alignment for Robustness CVPR 2021

Measuring Massive Multitask Language Understanding ICLR 2021

Aligning AI With Shared Human Values ICLR 2021