Generative Intelligence Lab

We develop AI systems that understand the visual world by learning to generate it. We aim to build models that go beyond pattern recognition and capture the causal structure of our visual world. This generative perspective allows us to address foundational open problems in AI, from reducing the need for large-scale human supervision to improving causality, interpretability, safety, and security.