Sangmin Han
Sangmin Han
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Hi, I am a researcher at LG Electronics AI Lab.
My reseach interests focus on enhancing image generation frameworks by integrating low-level vision techniques.
Before joining LG Electronics, I received my M.S. degree at Yonsei University in Feb. 2026, advised by Prof. Seon Joo Kim.
Email : smhan213 [at] yonsei.ac.kr
🎓 Education
🎓 Education
M.S. in Artificial Intelligence, Yonsei University
2024.03-2026.02
B.S. in Mathematics & Computer Science and Engineering, Sungkyunkwan University
2017.03-2023.08
🔎 Experience
🔎 Experience
LG Electronics AI Lab. Jan 2026 ~ Present
Researcher
LETSUR July 2023 ~ Dec 2023
AI research intern
📜 Publications
📜 Publications
APT: Improving Diffusion Models for High Resolution Image Generation with Adaptive Path Tracing
Sangmin Han, Jinho Jeong, Jinwoo Kim, Seon Joo Kim
arXiv 2025
LSRNA: Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
Jinho Jeong, Sangmin Han, Jinwoo Kim, Seon Joo Kim
CVPR 2025
paper | project page | code
ORIDa: Object-centric Real-world Image Composition Dataset
Jinwoo Kim, Sangmin Han, Jinho Jeong, Jiwoo Choi, Dongyoung Kim, Seon Joo Kim
CVPR 2025
Augmented prediction of vertebral collapse after osteoporotic vertebral compression fractures through parameter-efficient fine-tuning of biomedical foundation models
Sibeen Kim, Inkyeong Kim, Woon Tak Yuh, Sangmin Han, Choonghyo Kim, Young San Ko, Wonwoo Cho, Sung Bae Park
Scientific Reports
📝 Reviewer Services
📝 Reviewer Services
Conference: CVPR (2025)
Google Sites
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