Jose M. Alvarez

Alvarez develops the perception and evaluation systems that help autonomous vehicles interpret complex road scenes. His work combines 3D vision, self-supervised learning, synthetic data, and models that improve from their own failures, with an emphasis on turning experimental methods into systems that can be trained and tested at scale.