Stefano Ermon

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli et al. · arXiv (Cornell University) · 2021 · 2.2K citations · Full text

Computing, Computer Science, Data Science +17

Combining satellite imagery and machine learning to predict poverty

Neal Jean, Marshall Burke, Sang Michael Xie et al. · Science · 2016 · 1.6K citations

Social Sciences, Development Studies, Economics +17

Score-Based Generative Modeling through Stochastic Differential Equations

Yang Song, Jascha Sohl‐Dickstein, Diederik P. Kingma et al. · arXiv (Cornell University) · 2020 · 1.3K citations · Full text

Engineering, Computer Science, Statistical Modeling +15

Closed-loop optimization of fast-charging protocols for batteries with machine learning

Peter M. Attia, Aditya Grover, Norman Jin et al. · Nature · 2020 · 1.1K citations · Full text

Engineering, Computer Science, Electrochemical Engineering +15

Generative Modeling by Estimating Gradients of the Data Distribution

Yang Song, Stefano Ermon · arXiv (Cornell University) · 2019 · 987 citations · Full text

Computing, Computer Science, Computer Vision +13