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Ju-hyeong Seon

AI Researcher

Interests

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

Career Profile

Hello, I am Juhyeong Seon (선주형) and an master program student in School of Computing, KAIST. I also received my undergraduate degree from School of Computing, KAIST. I’m highly interested in the research field of computer vision, audio processing, image retrieval, and audio-visual learning. Currently, my research aims to localize the sound source on the video, but not restricted.

Education

M.S. in Computer Science

2022 Aug - Current
KAIST
  • GPA: 4.25 / 4.3
  • Advisor: Prof. Sung-Eui Yoon
  • OK Bae Jeong Scholarship Student

Undergraduate in Computer Science

2018 Feb - 2022 Aug
KAIST
  • GPA: 3.76 / 4.3
  • Cum Laude
  • Dean’s List in 2021 Spring
  • Dean’s List in 2021 Fall
  • KAIST Imdang Scholarship Student in 2021
  • KAIST SoC. Odysseus Scholarship Student

Publications

  • Extending Segment Anything Model into Auditory and Temporal Dimensions for Audio-Visual Segmentation (under review)
    • Juhyeong Seon, Woobin Im, Sebin Lee, Jumin Lee, and Sung-Eui Yoon.
  • SemCity - Semantic Scene Generation with Triplane Diffusion
    • Jumin Lee*, Sebin Lee*, Changho Jo, Woobin Im, Juhyeong Seon, and Sung-Eui Yoon.
    CVPR 2024
  • Topological verification for image retrieval without fine-tuning
    • Guoyuan An, Juhyeong Seon, Inkyu An, Yuchi Huo, and 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, and 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, and Sung-Eui Yoon
    KCC 2022

    Experiences

    Research Internship

    2021.09 - 2022.08
    KAIST SoC, SGVR Lab, Daejeon
    • Deep Metric Learning
    • Image Retrieval

    Research Internship

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

    Teaching Assistant (Discrete Mathematics)

    2023.02 - 06
    KAIST SoC

    Teaching Assistant (Programming Basics)

    2022.02 - 03
    KAIST SW Education Center