Hello, I am a 2nd-yaer Ph.D student in School of Computing at KAIST, advised by Professor Sung-eui Yoon.

My research interests lie in video understanding, particularly

1. VLM for video understanding
2. Long-term video understanding
3. Data- and Label-efficient Learning - [2]
4. But not limited to - [1]

News

• (09/2025) I received Ph.D fellowship from NRF
• (07/2022) Our paper accepted at ECCV 2022.
• (06/2020) Our team won in WSOL and WSSS track at LID challenge.
• (07/2019) Our paper accepted at ICCV 2019.

Selected Publications

[2] Object Discovery via Contrastive Learning for Weakly Supervised Object Detection.
Jinhwan Seo, Wonho Bae, Danica J. Sutherland, Junhyug Noh^*, Daijin Kim^*
ECCV 2022 - paper | project page | code | bibtex

[1] Better to Follow, Follow to be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection.
Junhyug Noh, Wonho Bae, Wonhee Lee, Jinhwan Seo, Gunhee Kim
ICCV 2019 - paper | bibtex

Professional Activities

Conference Reviewer

• CVPR (2023-2025)
• ICCV/ECCV (2023-2025)

Honors & Awards

• (09/2025) Recipient of NRF Ph.D. Fellowship, National Research Foundation of Korea
• (06/2020) 1st place, WSOL track @ CVPR workshop, LID Challenge
• (06/2020) 2nd place, WSSS track @ CVPR workshop, LID Challenge