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ssam2s/README.md

Hits

Junhyeok Seo

Computer Vision and Machine Learning Researcher

  • Multimodal Learning
  • Imitation Learning

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Educations

Experiences

  • College Freshmen Mentor @ Kumoh National Institute of Technology - 2021
  • Office Automation and Data Processing @ WONIK QnC Inc. - 2021
  • Web Publisher @ TimeComs Inc. - 2022
  • LG Aimers @ LG AI Research - 2022
  • Academic Society Leader (์…ˆํ‹€๊พผ) @ Kumoh National Institute of Technology - 2022
  • Research Intern of System Software Lab. @ Kumoh National Institute of Technology - 2022.02 ~ 2024.02
  • Research Intern of Computer Vision and Machine Intelligence Lab. @ Kyungpook National University - 2023.06 ~ 2024.02

Teaching Assistant

  • 2024-2 Problem-Solving Skills and Algorithms (CAIB0230-001)

Publications

  • J. Seo, D. Lee.(2024).Diffusion Model Based Image Super-Resolution with Multi-Scale High Frequency Error Maps. Proceedings of KIISE Conference(KSC2024).
  • J. Seo, S. Jang, M. Kim, H. Yoon.(2023).Robust Captcha Image Recognition Algorithm Using Transformer-Based OCR Model. Proceedings of KIIT Conference.
  • J. Seo, H. Yoon.(2023).Deep Learning-Based Vehicle Damage Area Detection System using Semantic Segmentation. Proceedings of KIISE Conference(KCC2023).
  • J. Seo, G. Kim, J. Park, S. Kim.(2023).Segmentation of Stain Area in Clothing Images using UNet++. Proceedings of KIIT Conference.
  • J. Seo, G. Kim, J. Park, Y. Jung, H. Yoon.(2022).Domain Dictionary Construction for Automatic Analysis of Subject CQI Reports. Proceedings of KIIT Conference.
  • J. Seo, H. Yoon.(2022).Deep Learning-Based Vehicle Model and License Plate Identification System using Vehicle Images. Proceedings of KIIT Conference.

Awards

  • 1st Place Winner(๋Œ€๊ตฌ๊ด‘์—ญ์‹œ์žฅ์ƒ), ๋Œ€๊ตฌ๊ด‘์—ญ์‹œ ๊ณต๊ณต๋ฐ์ดํ„ฐ ํ™œ์šฉ ์ฐฝ์—…๊ฒฝ์ง„๋Œ€ํšŒ, 2024, [Link]
  • Winning a Bronze Award for Outstanding Paper, Proceedings of KIIT Conference, 2023, Korean Institute of Information Technology
  • Winning a Bronze Award for Outstanding Paper, Proceedings of KIIT Conference, 2023, Korean Institute of Information Technology
  • Winning a Silver Award for Outstanding Paper, Proceedings of KIIT Conference, 2022, Korean Institute of Information Technology
  • Winning a Gold Award for Outstanding Paper, Proceedings of KIIT Conference, 2022, Korean Institute of Information Technology

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