Job title:
Assistant Professor
Department:
Alumni
Georgia Institute of Technology
College of Computing
Bio/CV:
Assitant Professor
Georgia Institute of Technology
College of Computing
Advisor: Trevor Darrell
Dr. Judy Hoffman is an Assistant Professor in the School of Interactive Computing at Georgia Tech and a member of the Machine Learning Center. Her research lies at the intersection of computer vision and machine learning with specialization in domain adaptation, transfer learning, adversarial robustness, and algorithmic fairness. She has been awarded the NVIDIA female leader in computer vision award in 2020, AIMiner top 100 most influential scholars in Machine Learning (2020), MIT EECS Rising Star in 2015, and is a recipient of the NSF Graduate Fellowship. In addition to her research, she co-founded and continues to advise for Women in Computer Vision, an organization which provides mentorship and travel support for early-career women in the computer vision community. Prior to joining Georgia Tech, she was a Research Scientist at Facebook AI Research. She received her PhD in Electrical Engineering and Computer Science from UC Berkeley in 2016 after which she completed Postdocs at Stanford University (2017) and UC Berkeley (2018).
Research interests:
My research lies at the intersection of computer vision and machine learning and focuses on tackling real-world variation and scale while minimizing human supervision. I develop learning algorithms which facilitate transfer of information through unsupervised and semi-supervised model adaptation and generalization.
Role:
