Stefano Ermon
Stanford Medicine(US)Stanford University(US)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Topic Modeling, Model Reduction and Neural Networks
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → Combining satellite imagery and machine learning to predict poverty(2016)1,597 cited
- → Score-Based Generative Modeling through Stochastic Differential Equations(2020)1,263 cited
- → Closed-loop optimization of fast-charging protocols for batteries with machine learning(2020)995 cited
- → Generative Modeling by Estimating Gradients of the Data Distribution(2019)985 cited
- → Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning(2019)782 cited
- → Coupling between oxygen redox and cation migration explains unusual electrochemistry in lithium-rich layered oxides(2017)665 cited
- → A Survey on Behavior Recognition Using WiFi Channel State Information(2017)562 cited
- → Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data(2017)516 cited
- → FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness(2022)457 cited