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I'm a Research Associate in ESAT-PSI Lab at KU Leuven, advised by Prof. Tinne Tuytelaars. My research focuses on efficient training and personalization of large models under distribution shifts. During my M.S., I was fortunate to work as a research intern at the Advanced Machine Learning team in LG AI research (2023). I received my M.S. degree in Computer Science at Yonsei University under the supervision of Prof. Jonghyun Choi and B.S. degree in Computer Science from the same university. |
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| 2025.05 Our workshop proposal (CLVISION: Continual Learning in Computer Vision) is accepted at ICCV 2025. I will serve as an Challenge Chair in ICCV 2025 @ CLVISION. |
| 2025.04 One paper on heterogeneous federated learning for MLLMs is accepted at the CVPRW 2025 @ MMFM. |
| 2025.03 I started as a Research Associate at KU Leuven under the supervision of Prof. Tinne Tuytelaars |
| 2025.01 One paper on efficient continual learning is accepted at ICLR 2025 (Spotlight Presentation) |
| 2024.09 I am invited to give a talk in Naver Labs - Recent research on continual learning |
| 2024.06 Two papers are accepted at CoLLAs 2024 Workshop Tack |
| 2024.06 I am invited to give a talk in Apple research - Practical set‑ups and methods for continual learning |
| 2024.02 One paper on online continual learning is accepted at CVPR 2024 |
| 2024.01 One paper on lifelong learning agent is accepted at ICLR 2024 |
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Researcher at ESAT-PSI Lab (Feb. 2025 ~ Current) Advisor: Prof. Tinne Tuytelaars |
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Researcher at SNUMPR Lab (Sep. 2024 ~ Feb. 2025) Advisor: Prof. Jonghyun Choi |
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Research Intern at AML Team (Feb. 2023 ~ Aug. 2023) Mentor: Hankook Lee |
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Minhyuk Seo*, Taeheon Kim*, Hankook Lee, Jonghyun Choi, Tinne Tuytelaars Preprint Under Review [pdf] |
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Minjae Lee*, Minhyuk Seo*, Tingyu Qu, Tinne Tuytelaars, Jonghyun Choi Preprint Under Review [pdf] |
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Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi, Preprint Under Review [pdf] [bibtex] |
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Minhyuk Seo*, Taeheon Kim*, Hankook Lee, Jonghyun Choi, Tinne Tuytelaars CVPRW 2025 @ MMFM |
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Minhyuk Seo*, Hyunseo Koh*, Jonghyun Choi, ICLR 2025 (Spotlight Presentation) [pdf] [bibtex] |
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Minhyuk Seo Hyunseo Koh, Wonje Jeung, Min Jae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi, CVPR 2024 [pdf] [bibtex] [code] |
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Byeonghwi Kim*, Minhyuk Seo*, Jonghyun Choi ICLR 2024 [pdf] [bibtex] [code] |
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Hyunseo Koh, Minhyuk Seo, Jihwan Bang, Hwanjun Song, Deokki Hong, Seulki Park, Jung-Woo Ha, Jonghyun Choi ICLR 2023 [pdf] [bibtex] [code] |
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Travel Grant - The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2025 -
Travel Grant - International Conference on Learning Representations (ICLR) 2025 -
2st Place Award - Class-Incremental with Repetition Scenario Challenge - CLVISION Workshop @ CVPR 2024 -
Bronze Prize - Outstanding Paper Awards - IPIU 2024 -
1st Place Award - Continual Test-time Adaptation for Object Detection Challenge - VCL Workshop @ ICCV 2023 -
1st Place Award (Minister of Science, ICT and Future Planning Award) - HANIUM ICT competition 2019
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Kwanjeong Educational Foundation Scholarship for Graduate Student
- Full tuition and stipend of $ 9,000 per year
- Mar 2023 — Aug 2024
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Yonsei Bachelor & Master Program Scholarship
- Full tuition of $ 10,000 per year
- Select two students from the department each year)
- Mar 2023 — Aug 2024
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Kwanjeong Educational Foundation Scholarship for Bachelor’s program
- Full tuition and stipend of $ 8,000 per year
- Mar 2021 — Feb 2023
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KB Talent Development Scholarship
- Stipend of $ 2,200
- Jan 2022 — Dec 2022
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Sejong Human resources and Lifelong Education Development Foundation
- Stipend of $ 1,500
- Jul 2021 — Dec 2021
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NeurIPS Benchmark Track NeurIPS (2024), CVPR (2024-2025), ICLR (2024-2025), TPAMI (2024 - 2025), NeurIPS (2024-2025), ICML (2024-2025), ICCV (2025), AISTATS (2025), ICRA (2025), CoRL @ LLHomeRobots2024
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