Judy Hoffman
Associate Professor
Irvine, California, United States
Summary
👤
Senior🎓
Top SchoolJudy Hoffman is an Associate Professor of Computer Science with 12 years of experience bridging deep learning research and practical computer vision systems. With a Ph.D. from UC Berkeley and postdoctoral stints at Stanford and Berkeley, she has advanced transfer learning, model efficiency, and algorithmic fairness through both academic and industry-facing work, including a visiting researcher role at Facebook AI Research. Her career spans faculty positions at Georgia Tech and UC Irvine, combining rigorous research with mentorship and course instruction going back to graduate teaching roles. Notably, she blends theoretical insight with applied impact—publishing transferable methods that make models more efficient and fair across domains—while maintaining an active academic webpage that curates her evolving research portfolio.
13 years of coding experience
15 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Electrical Engineering and Computer Science, Doctor of Philosophy (Ph.D.) Electrical Engineering and Computer Science at University of California, Berkeley
Github Skills (5)
computer-vision9
deep-learning8
machine-learning8
pytorch8
image-translation5
Programming languages (2)
Github contributions (5)
jhoffman/lsda
Jun 2014 - Sep 2019
Large scale detection through adaptation
Contributions:62 commits, 9 pushes, 1 comment in 5 years 3 months
jhoffman/cma
Jun 2014 - Sep 2021
Contributions:19 commits, 3 pushes in 7 years 4 months
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