Seongwon Cho

I'm an incoming MS. student at at Seoul National University advised by Prof. Jonghyun Choi. My research focus is on developing realistic continual learning methods for large models.

I received my B.S. in Computer Science from Yonsei University under the supervision of Prof. Jonghyun Choi.

The areas I am currently exploring include:

  • Developing continual learning methods using generative models without manually annotated data.
  • Proposing concept-incremental continual learning methods during the personalization process of T2I models.
  • Creating realistic benchmarks for vision-language models under continual domain shift scenarios.

Email  /  Google Scholar  /  Github

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    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]

    Awards


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