MInhyuk Seo

I'm an MS. student at Vision and Learning Lab. at Yonsei University advised by Prof. Jonghyun Choi. My research focus is on continual learning.

During my M.S., I was fortunate to work as a research intern at the AML (Advanced Machine Learning) team in LG AI resarch (2023). Currently, I am looking for a research internship position for continual learning research.

I received B.S. from Yonsei University under the supervision of Prof. Jonghyun Choi.

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profile photo

    Work Experience

LG AI research
Research Intern at AML Team (Feb. 2023 ~ Aug. 2023)
Mentor: Dr. Moontae Lee

    Publications
Just Say the Name: Online Continual Learning with Category Names Only via Data Generation
Minhyuk Seo, Diganta Misra, Seongwon Cho, Minjae Lee, Jonghyun Choi,
arXiv
[pdf] [bibtex]
A paper about continual learning with adaptive layer freezing
Minhyuk Seo*, Hyunseo Koh*, Jonghyun Choi,
Under Review
Learning Equi-angular Representations for Online Continual Learning
Minhyuk Seo Hyunseo Koh, Wonje Jeung, Min Jae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi,
CVPR 2024 (to appear)
[pdf] [bibtex] [code]
Online Continual Learning for Interactive Instruction Following Agents
Byeonghwi Kim*, Minhyuk Seo*, Jonghyun Choi
ICLR 2024 (to appear)
[pdf] [bibtex] [code]
Online Boundary-Free Continual Learning by Scheduled Data Prior
Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi
ICLR 2023
[pdf] [bibtex] [code]

    Awards
  • 1st Place in Continual Test-time Adaptation for Object Detection - VCL Workshop @ ICCV 2023


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