Sina Honari
Senior Research Scientist at Samsung Research America (SRA)
Canada
Summary
👤
Senior🎓
Top SchoolSina Honari is a Senior Research Scientist with 11 years of experience at the intersection of machine learning, deep learning, and computer vision, currently driving research at Samsung Research America. He specializes in leveraging inductive priors to enable semi- and self-supervised learning for problems such as 3D human pose and representation, facial keypoint detection and animation, novel view synthesis, and anomaly detection. His academic track includes a PhD from Université de Montréal and postdoctoral research at EPFL, where he developed geometry-aware and prior-driven models that bridge multi-view geometry with generative and neural representation techniques. Beyond core CV problems, he has applied his expertise to medical imaging, bias-mitigation, and road anomaly segmentation, showing a practical bent for real-world applications. Known for transitioning projects from supervised to priors-infused unsupervised frameworks, he blends rigorous theory with applied innovation in visual learning.
11 years of coding experience
4 years of employment as a software developer
Master of Science (MS), Computer Science, 4.15/4.3, Master of Science (MS), Computer Science, 4.15/4.3 at Concordia UniversityDoctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Université de Montréal
English, French
Github Skills (21)
expressions10
mathematical10
pymc10
mathematical-expressions10
theano10
python9
depth8
math8
depth-estimation7
rotation6
machine-learning6
face6
deep-learning5
computer-graphics4
computer-vision4
Programming languages (1)
Github contributions (5)
SinaHonari/RCN
Apr 2016 - Oct 2018
Contributions:37 commits, 1 PR, 91 pushes in 2 years 6 months
deep-learningmachine-learning
SinaHonari/Theano
Jan 2015 - Apr 2017
Contributions:90 pushes, 18 branches, 2 comments in 2 years 2 months
matharraypythonmeta-programminggpu
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