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Ju-hyeong Seon

AI Researcher

Interests

  • Audio-Visual Learning
  • Computer Vision
  • Deep Learning
  • Android App

Career Profile

I am an M.S. student in computer science highly interested in audio-visual learning. Currently, my research aims to localize the sound source on the video with multi-modal embedding.

Education

M.S. in Computer Science

2022 Aug -
KAIST

Undergraduate in Computer Science

2018 Feb - 2022 Aug
KAIST
  • Dean’s List in 2021 Spring, Fall
  • KAIST Imdang Scholarship Student in 2021
  • KAIST SoC. Odysseus Scholarship Student

Publications

  • Topological verification for image retrieval without fine-tuning
    • Guoyuan An, Ju-hyeong Seon, Inkyu An, Yuchi Huo, Sung-Eui Yoon
    NeurIPS 2023
  • Class-Aware Contrastive Learning for Improving Performance of Sound Source Localization Model in Videos
    • Ju-hyeong Seon, Jaeyoon Kim, Joo Young Kim, Young Joo Lee, Hyekyung Han, Sung-Eui Yoon
    KTCP 2023
  • Empirical Analysis of the Effects of Image Backgrounds in Deep Metric Learning (Outstanding paper in undergraduate)
    • Ju-Hyeong Seon, Guoyuan An, Sung-Eui Yoon
    KCC 2022

    Experiences

    Teaching Assistant (Discrete Mathematics)

    2023.02 - 06
    KAIST SW Education Center

    Teaching Assistant (Programming Basics)

    2022.02 - 03
    KAIST SW Education Center

    Reserach Internship

    2021.09 - 2022.06
    KAIST SGVR Lab of Prof.Sung-Eui Yoon, Daejeon
    • Studying Image Retrieval and Deep Metric Leanring.

    Research Internship

    2021.01 - 02
    ETRI Human-Robot Interaction Lab of Dr. Hosub Yoon, Daejeon
    • Real-time robot vision data processing
    • Android UX/UI Designer of Robot Interface
    • Embedded System Engineering