Junmyeong Lee

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I am M.S student in Graduate School of Artificial Intelligence at POSTECH, working as a member of the Computer Vision Lab, advised by Prof.Minsu Cho.

My research interest is reconstructing better 3D representation from 2D images, include dynamic scene with a broader interest in 3D perception and understanding. If you’re interested in my research, feel free to contact me.

Education

Mar, 2024 - Present Pohang University of Science and Technology (POSTECH), Pohang, South Korea
M.S. student in Graduate School of Artificial Intelligence
Advisor: Prof. Minsu Cho
Mar, 2018 - Feb, 2024 Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea
B.S. in Electrical Engineering and Computer Sciences
TGPA : 4.13/4.5 (Magna Cum Laude)

Publications

  1. rodygs_arxiv2024.png
    RoDyGS: Robust Dynamic Gaussian Splatting for Casual Videos
    Yoonwoo Jeong*, Junmyeong Lee*, Hoseung Choi*, and 1 more author
    (* : equal contribution)
    arXiv preprint, 2024
    PDF Code Website
  2. canonfusion_eccv2024.png
    CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images
    Jisu Shin, Junmyeong Lee, Seongmin Lee, and 4 more authors
    European Conference on Computer Vision(ECCV), 2024
    PDF Code

Experience

Aug, 2021 - Dec, 2022 VoyagerX, Seoul, Korea
Team vFlat - ML engineer
  • On-device inference optimization using TFLite and ONNX.
  • Build Millon-scale data pipeline for training and evaluation.
Jan, 2021 - May, 2021 Search CIC, Naver Corp., Seoul, Korea
Research Intern
  • Research Topic : Large-scale Vector Retrieval Optimization