Juhong Min

a Ph.D student in CSE at POSTECH

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Pohang, South Korea
{first name}m999 at postech.ac.kr
Google Scholar
GitHub
CV

I am a graduate student in the computer science Ph.D. program at POSTECH. My primary research interest is in learning visual correspondence and its applications. I am a member of the computer vision lab at POSTECH, under supervision of Professor Minsu Cho.

Education

  • Pohang University of Science and Technology, Pohang, Korea
    • (2018.09 - Present)
  • The Pennsylvania State University - University Park campus, State College, PA
      B.S. in Computer Science and Engineering
    • (2011.09 - 2014.12)

    Publications

  • Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence TPAMI 2023
  • Peripheral Vision Transformer NeurIPS 2022
  • TransforMatcher: Match-to-Match Attention for Semantic Correspondence CVPR 2022
  • Relational Embedding for Few-Shot Classification ICCV 2021
  • Hypercorrelation Squeeze for Few-Shot Segmentation ICCV 2021
  • Convolutional Hough Matching Networks CVPR 2021 (oral presentation)
  • Learning to Distill Convolutional Features into Compact Local Descriptors WACV 2021
  • Learning to Compose Hypercolumns for Visual Correspondence ECCV 2020
  • SPair-71k: A Large-scale Benchmark for Semantic Correspondence arXiv preprint 2019
  • Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features ICCV 2019

    • Industry experience

  • Student Researcher (Google Research, Grenoble, France)
      Topic: Video Understanding
    • (2023.07 - 2023.11)
  • Research Intern (Microsoft Research Asia, Remote)
      Topic: Representation learning
    • (2021.10 - 2022.04)
  • Interim Associate Software Engineer (Electronic Arts Korea Inc., Seoul, Korea)
      Developed and maintained FIFA Online 3 client/front-end UI modules.
    • (2018.01 - 2018.03)

    Professional services

  • Webmaster, International Conference on Computer Vision (ICCV) 2019
  • Regular reviewer, in CVPR, ICCV, ECCV, NeurIPS, ICML, AAAI, TPAMI, IJCV, WACV, MVA

    • Honors and Awards

  • Google PhD Fellowship (2022), Machine Perception, Speech Technology, and Computer Vision
  • Outstanding reviewer at CVPR (2022), Awarded to top 5% reviewers
  • POSTECHIAN Fellowship Award (2022)
  • BK21 outstanding paper awards (2022)
  • Qualcomm Innovation Fellowship Korea (2021), Convolutional Hough Matching Networks
  • Outstanding reviewer at ICCV (2021), Awarded to top 5% reviewers
  • The 1st POSTECH research performance contest (2021), Fourth prize
  • NAVER Ph.D Fellowship Award (2020)
  • Best term project presentation award (2019), In-class achievements

    • Military obligation

  • Rifleman (59 ASP & 102 Replacement Battalion, Chuncheon, Korea)
      Carried out obligatory duty of national defense.
    • (2015.06 - 2017.03)

    Language skills

  • Korean (native)
  • English (fluent)