Stefano Ermon

Research reveals ways to improve text-to-image systems efficiently and cost-effectively.

This study evaluates methods to enhance large language models using user preference data.

A new method enhances sequence data processing using state-space models and transfer functions.

A new method improves image generation speed and quality.

A new method enhances adaptability of computer models for satellite and medical images.

A fresh approach enhances drug candidate generation and effectiveness in pharmaceutical research.

A new method enhances anomaly detection in manufacturing through trend analysis and model uncertainty.

Introducing TFG, a method that simplifies conditional generation in diverse applications.

New framework improves forecasting accuracy and reliability in uncertain environments.

Discover how advanced optimization techniques enhance material design and experimental efficiency.

Discover how AI creates stunning visuals from simple text prompts.