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Ju-hyeong Seon

AI Researcher in Krafton

Interests

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

Career Profile

Hello, I am Juhyeong Seon (선주형) and an AI researcher in Krafton. I received my master and undergraduate degree from School of Computing, KAIST. I’m highly interested in the research field of computer vision and audio processing.

Education

M.S. in Computer Science

2022 Aug - 2024 Aug
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
  • TOEIC 920 (in 2019)

Publications

  • Regularizing Dynamic Radiance Fields with Kinematic Fields
    • Woobin Im, Geonho Cha, Sebin Lee, Juhyeong Seon, Jumin Lee, Dongyoon Wee, and Sung-Eui Yoon.
    ECCV 2024
  • Extending Segment Anything Model into Auditory and Temporal Dimensions for Audio-Visual Segmentation
    • Juhyeong Seon, Woobin Im, Sebin Lee, Jumin Lee, and Sung-Eui Yoon.
    ICIP 2024
  • 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

    AI Researcher

    2024.08 - current
    KAIST SoC, SGVR Lab, Daejeon

    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