Oren Freifeld
Associate Professor
Tel-Aviv District, Israel
Summary
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Senior🎓
Top SchoolOren Freifeld is an Associate Professor and founder of the Vision, Inference, and Learning (VIL) group at Ben-Gurion University, with 12 years of research and academic experience bridging computer vision and machine learning. His group focuses on unsupervised and self-supervised methods for image, video, and time-series analysis and is one of the few in Israel publishing consistently at both top-tier CV and ML conferences. Before returning to BGU he was a postdoctoral associate at MIT/CSAIL’s Sensing, Learning and Inference group and holds advanced degrees in applied mathematics from Brown with visiting PhD work at Stanford. He combines rigorous theoretical training with practical system-building, producing work that speaks to both inference theory and real-world visual data challenges. A less obvious strength is his sustained track record of cultivating a research group that crosses traditional conference boundaries, signaling both breadth and leadership in emerging ML-for-vision directions.
12 years of coding experience
3 years of employment as a software developer
ScM; PhD, Applied Mathematics, ScM; PhD, Applied Mathematics at Brown UniversityVisiting PhD Student, Electrical Engineering, Visiting PhD Student, Electrical Engineering at Stanford University
Github Skills (38)
mixture-model10
mixture10
bayesian10
segmentation10
multinomial10
gaussian10
temporal9
finder9
distributed-computing9
gmm9
hdp9
bayesian-inference9
principal-component-analysis9
julia9
clustering8
Programming languages (5)
Github contributions (5)
freifeld/triangledeformations
Jan 2014 - Mar 2015
Contributions:21 commits, 5 pushes, 1 branch in 1 year 2 months
freifeld/cpabDiffeo
Sep 2015 - Jul 2020
Contributions:139 commits, 129 pushes, 1 branch in 4 years 10 months
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