I am a third-year Ph.D. student in electrical and computer engineering (ECE) at Seoul National University (SNU), advised by Prof. Se Young Chun. I completed my M.S. in Bio and Brain Engineering (BBE) at Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Jong Chul Ye. I earned my B.S degree in electrical and electronic engineering (EEE) from Yonsei University, advised by Prof. Dong Hyun Kim.
My research interests lie broadly in the field of artificial intelligence (AI) and computer vision (CV). Specifically, I’m passionate about advancing generative models and multimodal AI for solving challenging problems such as high-dimensional data modeling for high-res images, 3D, and video. My work explores the following areas:
but not limited to.
Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion
S. Y. Chun, Gwanghyun Kim
Korean Patent, Filed, No. 1020230149926, 2023
Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model
S. Y. Chun, Gwanghyun Kim
Korean Patent, Filed, No. 1020230107395, 2023
Severity quantification and lesion localization method of infectious disease on cxr using vision transformer and apparatus therefor
J. C. Ye, S. Park, Gwanghyun Kim
U.S. Patent Application, Filed, No. 17/704,879, 2022
Method of classifying lesion of chest x-ray radiograph based on data normalization and local patch and apparatus thereof
J. C. Ye, S. Park, Y. Oh, Gwanghyun Kim
U.S. Patent Application, Filed, No. 17/352,229, 2022
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