Regular biography
Stefano Soatto is a Professor in the Department of Computer Science at the University of California, Los Angeles. His research interests include computer vision, machine learning, and robotics. He is affiliated with the UCLA Samueli School of Engineering and can be contacted via email at soatto@cs.ucla.edu. His professional website is located at https://samueli.ucla.edu/people/stefano-soatto/. Soatto holds a PhD from the California Institute of Technology and has been recognized with several awards, including ACM Fellow (2023), IEEE Fellow (2013), and the David Marr Prize (1999).
Scholar-generated biography
Stefano Soatto is a Professor of Computer Science at UCLA and Vice President, AWS AI. His research focuses on Artificial Intelligence, Machine Learning, Robotics, and Vision. His work explores advanced topics such as 3-D vision, dynamic textures, and semantic segmentation. He has contributed to the development of methods for meta-learning, differentiable convex optimization, and Fourier domain adaptation. His research also addresses challenges in visual-inertial navigation, structured prediction, and selective forgetting in deep neural networks. Soatto's publications highlight his expertise in creating robust and efficient algorithms for computer vision and machine learning applications.