I am a Ph.D. candidate at Yonsei University and currently part of the Digital Image Media Lab.
I am advised by Prof. Kwang-Hoon Sohn and Prof. Dong-Bo Min. Also, I am coworking with Ji-Young Lee of the Naver AI Lab and Jung-In Park.
My research interests include machine learning and computer vision. In particular, my research interests are in line with understanding the intrinsic motivation for human learning and answering the following question, “How do humans deal with harsh situations and numerous cases, and why machines can not?”. Therefore, my research interests are as follows:
- Domain Generalization, Unsupervised Domain Adaptation, Data Imbalance Problem.
- Meta-learning, Memory Network.
- Vision-Language model, Image Segmentation.
If you are interested in my research projects, please feel free to contact me.
🗞️News
[ Oct, 2023 ] | 📜 Our paper on Non-stationary Test-Time Adaptation (TTA) was accepted to WACV 2024. |
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[ Jul, 2023 ] | 📜 Our paper on Event-aware Transformer for Video Grounding (EaTR) was accepted to ICCV 2023. |
[ Feb, 2023 ] | 📜 Our paper on Prompt Engineering for image segmentation was accepted to CVPR 2023. |
[ Feb, 2022 ] | 📜 Our paper on Domain Generalization for image segmentation was accepted to CVPR 2022. |
[ Jun, 2021 ] | 📜 Our paper on Domain Generalization for classification was accepted to ICIP 2021. |
🎓Education
Mar, 2020 - Present |
Yonsei University, Seoul, South Korea Integrated M.S./Ph.D. student in Electrical and Electronic Engineering Advisor: Prof. Kwanghoon Sohn |
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Mar, 2013 - Feb, 2020 |
Yonsei University, Seoul, South Korea B.S. in Electrical and Electronic Engineering |
Mar, 2010 - Feb, 2013 | Ulsan Science High School, Ulsan, South Korea |
📑Publications
🏆Honors and Awards
Yonsei University Graduate School Fellowship (2020-2022)
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💡Patents
Semantic image segmentation apparatus and method using memory (2022)
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⚙️Projects
🏃🏻Experience
Mar, 2023 - Mar, 2024 |
Digital Image Media Lab, Yonsei University Lab Manager
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Mar, 2020 - Jun, 2021 |
Electrical and Electronic Engineering, Yonsei University Teaching Assistant
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Mar, 2017 - Mar, 2018 |
Yonsei Forum Of Risk Management in Yonsei University Active and Teaching members.
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Jun, 2015 - Dec, 2016 |
Seoul Metropolitan Police Agency, S. Korea Cybercrime Investigation Unit |