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maizer2/README.md

Introduction

  • My name is Hyeonwoo Jin, I borned at Republic of Korea in Busan and now live in Seoul.
  • Now I work KIDA in Center for Military Analysis and Planning Battlefield Information Planning Division.
  • I research visual intelligence using probailistic models via VAE, GAN, Diffusion.
  • My favorite sentence is "There is no end to learning."

Experience

  • Graduate from Undergraduate DSU in Republic of Korea (2016.03 ~ 2022.02)

    • Represent Undergraduate student CNSL Lab (2016.03 ~ 2022.02)
      • Seminar for undergraduates
      • Participation in the start-up club

  • Worked in The Sasang Women's Development Center (2020.01 ~ 2022.02)

    • Developed VBA program for the employee
    • Manage company's internal Wire/Wireless network security

  • Worked in 아이램기술개발 (2021.08 ~ 2021.11)

    • Data classification used Supervised Learning model

  • Master's degree at graduate school DSU in Republic of Korea(2022.03 ~ 2024.02)

    • Research visual intelligence
      • Generation Model

  • Work in ETRI (2022.03. ~ 2024.02)

    • A Research on the Source Technology of Autonomous Growth Complex Artificial Intelligence
      • VTON(Virtural Try-On Network) using Diffusion, GAN, VAE, etc.

  • Work in KIDA (2024.10.01 ~ Now)

    • Center for Military Analysis and Planning, AI·Information Planning Division

Paper

  • Characteristics Analysis of Incomplete Deepfake Image of SAEHD Model Using OpenCV, 2021 Undergraduate thesis
  • Body Restoration Image-to-Image Translation Network, 2022 KIIS
  • Diffusion-VTON, Diffusion based Virtual Try-on Network, 2023 KCC
  • DiSAIn-VTON: Diffusion-based Similar Apparel Inpainting Virtual Try-on Network, KTCP
  • Versatile-VTON: A Versatile Virtual Try-on Network, 2023 ICCE-Asia
  • Research on Performance Enhancement Strategies for Virtual Try-on Networks Utilizing Artificial Intelligence, 2024 Master thesis

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