Hyunseo Lee

Hi! I am Hyunseo Lee. I am majoring in Computer Science at Kyungpook National Unversity. My research interest are in diffusion-, flow-based generative models, with a focus on developing a general generative framework leveraging powerful generative priors. I also researching RL based diffusion- VL(M, A)s, and open-minded in cutting-edge techniques.

E-mail | CV | Linkedin | Github | Blog

Education

Mar. 2021 – Sep. 2026

Kyungpook National University , Daegu, South Korea
B.S. in Computer Science

Experience

Jan. 2026 – Present	Visual Inteligence Lab , ETRI, Daejeon, South Korea Research Intern Advisor: Researcher. Jaeseok Ham Topic: Vehicle benchmark dataset construction & baseline model

Jun. 2025 – Aug. 2025	Visual AI Group , KAIST, Daejeon, South Korea Undergraduate Research Intern Advisor: Prof. Minhyuk Sung Topic: Discrete Diffusion/Flow models on Sketch Data

Mar. 2022 – Present	PRMI Lab , Kyungpook National University, Daegu, South Korea Undergraduate Research Intern Advisor: Prof. Woojeung Nam Topic: Pansharpening and Sar-to-Optical techniques

selected publications

OSCAR: Optical-aware Semantic Control for Aleatoric Refinement in Sar-to-Optical Translation

Hyunseo Lee, Sang Min Kim, Ho Kyung Shin, and 2 more authors

In , Jan 2026

Bib HTML PDF

@inproceedings{lee2026oscaropticalawaresemanticcontrol,
  title = {OSCAR: Optical-aware Semantic Control for Aleatoric Refinement in Sar-to-Optical Translation},
  author = {Lee, Hyunseo and Kim, Sang Min and Shin, Ho Kyung and Kim, Taeheon and Nam, Woo-Jeoung},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  month = jan,
  url = {https://arxiv.org/abs/2601.06835},
  github = {},
}