Woobin Im
Staff Engineer at Samsung Electronics
Daejeon, South Korea
Summary
👤
Senior🎓
Top SchoolWoobin Im is a Staff Engineer and Ph.D. candidate at KAIST with nine years of experience applying machine learning to computer vision, particularly video and motion-focused problems. He researches optical flow, spacetime representations, dynamic NeRFs, and generative models, bridging theoretical work and practical system implementation. Currently at Samsung Electronics after a research internship at NAVER Cloud, he brings industry-facing research experience and a track record of shipping advanced vision models. Based in Daejeon, South Korea, he combines deep academic training with hands-on engineering to tackle temporal and 3D reconstruction challenges. His academic site showcases projects that emphasize motion-aware representations rather than static image tasks, highlighting a niche expertise in video dynamics.
9 years of coding experience
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Yonsei UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Korea Advanced Institute of Science and Technology
Github Skills (9)
optical-flow9
loss8
loss-functions7
classification5
deep-learning5
pytorch5
ranking4
machine-learning3
deep-neural-networks2
Programming languages (1)
Github contributions (5)
iwbn/age-estimation-ranking-tensorflow
Nov 2018 - Sep 2019
Age estimation using classification-ranking joint loss
Contributions:4 commits, 2 PRs, 2 pushes in 9 months
loss-functionsagedeep-learningmachine-learningestimation
iwbn/iwbn.github.io
Dec 2020 - Dec 2020
Contributions:1 commit, 98 pushes, 9 branches in 1 day
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