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Byeongkeun Kang | ||
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| Assistant Professor | |||
| Department of Electronic Engineering | |||
| Research Area: Computer vision, Image/video processing, Machine learning | |||
Email : byeongkeun.kang@seoultech.ac.kr |
Office : Changhak Hall, Room 206 |
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Education & Training |
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| ● Postdoctoral Fellow, Carnegie Mellon University, Pittsburgh (Robotics Institute, School of Computer Science), 2018 - 2019 |
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| ● Ph.D., University of California - San Diego (Electrical and Computer Engineering), 2013 - 2018 |
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● M.S., University of California - San Diego (Electrical and Computer Engineering), 2015 |
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● B.S., Yonsei University (Electrical and Electronic Engineering) (The Highest Honor (Top 1%) @ graduation), 2007 - 2013 |
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● Visiting Student, University of Washington - Seattle (Annual Dean's List), 2011 - 2012 |
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Work Experience |
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| ● Assistant Professor, Seoul National University of Science and Technology, 2019 - ongoing |
| ● Research Intern, Honda Research Institute - US, 2016 |
| ● Research Intern, HP Inc., 2015 |
Professional Activities |
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| ● Associate Editor, IEEE Robotics and Automation Letters, 2023 - ongoing |
| ● Topical Advisory Panel Member, Electronics, 2021 - ongoing |
| ● Topic Editor, Electronics, 2021 - 2021 |
| ● Outstanding Reviewer, BMVC, 2024 |
| ● Session Chair, IEEE Visual Communications and Image Processing, 2023 |
Research Area |
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| ● Scene understanding |
| ● Vision-language understanding |
| ● Continual learning (lifelong learning, incremental learning) |
| ● Weakly-supervised learning |
| ● Person re-identification (re-ID) |