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Gwanghyun (Bradley) Kim

Ph.D. Candidate
ICL, ECE, SNU
gwang.kim (at) snu.ac.kr




Welcome!

I am a third-year Ph.D. candidate 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.

Experience

Research Interests

My research focuses on artificial intelligence (AI), particularly in computer vision (CV) and its intersection with Generative AI. I’m driven to leverage Generative AI’s capabilities to tackle complex problems. My work explores three key areas:

Also, I’m interested in distributed learning (federated/split learning), and weakly- and self-supervised learning.

News

Research

  1. NeurIPS
    Gwanghyun Kim*, A. Martinez, Y. Su, B. Jou, J. Lezama, A. Gupta, L. Yu, L. Jiang, A. Jansen, J. Walker, S. Y. Chun, K. Somandepalli* (*co-first)
    NeurIPS 2024, work at Google
  2. ECCV
    Gwanghyun Kim*, H. Kim*, H. Seo*, D U Kang*, S. Y. Chun (*co-first)
    ECCV 2024
  3. ICCV
    Gwanghyun Kim, J. H. Jang, S. Y. Chun
    ICCV 2023
  4. H. Seo*, H. Kim*, Gwanghyun Kim*, S. Y. Chun (*co-first)
    arxiv 2023
  5. CVPR
    Gwanghyun Kim, S. Y. Chun
    CVPR 2023
  6. Nat. Commun.
    S. Park, Gwanghyun Kim, Y. Oh, J. B. Seo, S. M. Lee, J. H. Kim, S. Moon, J. K. Lim, C. M. Park, J. C. Ye
    Nature Communications, 2022
  7. CVPR
    Gwanghyun Kim, T. Kwon, J. C. Ye
    CVPR 2022, KCCV 2022 (Oral)
  8. NeurIPS
    S. Park*, Gwanghyun Kim*, J. Kim, B. Kim, J. C. Ye (*co-first)
    NeurIPS 2021
  9. Med. Image Anal.
    S. Park*, Gwanghyun Kim*, Y. Oh, J. B. Seo, S. M. Lee, J. H. Kim, S. Moon, J. K. Lim, J. C. Ye (*co-first)
    Medical Image Analysis, 2021
  10. Gwanghyun Kim, S. Park, Y. Oh, J. B. Seo, S. M. Lee, J. H. Kim, S. Moon, J. K. Lim, J. C. Ye
    arxiv 2021
  11. S. Park, Gwanghyun Kim, Y. Oh, J. B. Seo, S. M. Lee, J. H. Kim, S. Moon, J. K. Lim, J. C. Ye
    arxiv 2021

Patents

Awards and Honors

Invited Talks

Services

Mentoring

Extracurricular Activities


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