
I am a researcher dedicated to machine learning and computer vision, who studied computer science and engineering at POSTECH, Stanford, UIUC and UC Berkeley. I received my B.S. degree from POSTECH with the highest honor (Summa Cum Laude) in 2022. I have published research papers at top-tier computer vision conferences such as CVPR and ECCV.
My research focuses on machine perception of data from various modalities, aiming to develop vision models effective for real-world scenarios. I have worked on visual recognition using language, 3D reconstruction from 2D image, and generalizable representation learning.
Education
Feb. 2018 - Feb. 2022 |
POSTECH, Pohang, South Korea B.S. degree from Computer Science and Engineering Summa Cum Laude |
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June 2021 - Aug. 2021 |
Stanford, California, United States International Student in International Honors Program GPA: 4.3/4.3 |
Jan. 2021 - May 2021 |
UIUC, Illinois, United States Exchange Student in Computer Science GPA: 4.0/4.0 |
Aug. 2018 - Dec. 2018 |
UC Berkeley, California, United States International Student in Letters and Science |
Work Experience
Jan. 2022 - March 2022 |
Research Intern, POSTECH Algorithmic Machine Intelligence Lab Advised by Prof. Tae-Hyun Oh – Research Topic: 3D Human Pose and Shape Estimation – A paper has been accepted (ECCV 2022) |
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July 2020 - Dec. 2021 |
Research Intern, POSTECH Computer Vision Lab Advised by Prof. Suha Kwak – Research Topic: Grounded Situation Recognition – Two papers have been accepted (CVPR 2022 & BMVC 2021) |
Jan. 2020 - Feb. 2020 |
Research Intern, Samsung Research – Research Topic: Hand Gesture Video Classification |
Publications
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Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with TransformersEuropean Conference on Computer Vision (ECCV), 2022
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Collaborative Transformers for Grounded Situation RecognitionIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Grounded Situation Recognition with TransformersBritish Machine Vision Conference (BMVC), 2021
Honors and Awards
Best Research Award (2022)
Minister Award (2021)
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Professional Services
Reviewer
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