Education

Seoul National University (SNU)
Sep. 2023 - Present, Computer Science and Engineering, Combined M.S. and Ph.D.
• Adviser: Jaesik Park

Pohang University of Science and Technology (POSTECH)
Feb. 2023 - Aug. 2023, Computer Science and Engineering, M.S.
• Adviser: Jaesik Park
Feb. 2019 - Feb. 2023, Computer Science and Engineering, B.S.
• Summa Cum Laude

(Selected) Publications

• InstantDrag: Improving Interactivity in Drag-based Image Editing (SIGGRAPH Asia 2024)
  Joonghyuk Shin, Daehyeon Choi, Jaesik Park
  We present InstantDrag, an optimization-free pipeline for fast, interactive drag-based image editing that requires only an image and drag instruction as input, utilizing a novel two-network approach to learn motion dynamics from real-world video datasets.
  [Paper | Project Page | Code]

• Fill-Up: Balancing Long-Tailed Data with Generative Models (arXiv 2023)
  Joonghyuk Shin, Minguk Kang, Jaesik Park
  We present a two-stage method for long-tailed recognition using textual-inverted tokens to generate synthetic images, achieving state-of-the-art results on standard benchmarks when trained from scratch.
  [Paper | Project Page]

• StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis (TPAMI 2023)
  Minguk Kang, Joonghyuk Shin, Jaesik Park
  We present StudioGAN, a comprehensive library for GANs that reproduces over 30 popular models, providing extensive benchmarks and a fair evaluation protocol for image synthesis tasks.
  [Paper | Code (3400+)]

Honors and Awards

• Award for Outstanding Poster Presentation, IPIU (2023)
  • Awarded to the paper "Using Large Scale Text-to-Image Model as a Data Source for Classification"
• Summa Cum Laude, POSTECH (2023)
  • Highest graduation honor
• National Science and Engineering Scholarship, Korea Student Aid Foundation (2021, 2022)
  • Scholarship based on academic excellence
• Best Graduation Project, POSTECH CSE (2022)
  • Awarded to the project “Large scale generative model as a data source for vision tasks”
• Silver Award UNI-DTHON Datathon, UNI-D (Union of Korean University Student for CS) (2021)
  • Competition on classifying food images
• Global Leadership Program, POSTECH CSE (2020, 2021)
  • Scholarship based on academic excellence
• Best Undergraduate Research Program, POSTECH (2020)
  • Awarded for the project “Neural Point Cloud Rendering of POSTECH”
• Jigok Scholarship, POSTECH (2019, 2020)
  • Scholarship based on academic performance

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