Ph.D. Student
About Me
I am a PhD student majoring in computer vision at SNU Computer Vision Lab, advised by Prof. Bohyung Han. I am interested in computer vision and deep learning, with an emphasis on multi-modal understanding and video analysis under limited conditions, such as continual learning, self-supervised learning, and weakly-supervised learning.
News
- [Sept. 2024] Our paper about OCR-free document understanding has been accepted to NeurIPS 2024.
- [June 2024] I joined Naver AI Lab as a research intern.
- [June 2024] I am selected as an Outstanding Reviewer in CVPR 2024.
- [Dec. 2023] Our paper about class-incremental learning has been accepted to AAAI 2024.
- [Nov. 2023] Our paper, Multi-Modal Representation Learning with Text-Driven Soft Masks, was selected as the winner of Qualcomm Innovative Fellowship Korea 2023.
- [Aug. 2023] I have been awarded Youlchon AI Star Scholarship.
Work Experience
- Research Intern, Naver AI Lab, Naver Cloud
- June 2024 – November 2024
- Mentor : Wonjae Kim
- Collaborators : Sangdoo Yun, Sanghyuk Chun
Education
- Ph.D. Electrical and Computer Engineering, Seoul National University
- Sept., 2018 – Current
- Advisor : Prof. Bohyung Han
- B.S. Electrical and Computer Engineering, Seoul National University
- Mar., 2012 – Aug., 2018
- Military Service (Aug, 2014 – Aug, 2016)
Publications
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
Jaeyoo Park, Jinyoung Choi, Jeonghyung Park, Bohyung Han
In NeurIPS, 2024
Cross-Class Feature Augmentation for Class Incremental Learning
Taehoon Kim, Jaeyoo Park, Bohyung Han
In AAAI, 2024,
In CLVision Workshop @ CVPR 2024
[arXiv]
End-to-End Learning for Weakly Supervised Video Anomaly Detection using Absorbing Markov Chain
Jaeyoo Park*, Junha Kim*, Bohyung Han
In CVIU (Impact Factor : 4.886), 2023
[Paper]
(* : equal contribution)
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation
Minsoo Kang, Jaeyoo Park, Bohyung Han
In CVPR, 2022 (Oral Presentation)
Class-Incremental Learning for Action Recognition in Videos
Jaeyoo Park, Minsoo Kang, Bohyung Han
In ICCV, 2021
Honors & Awards
- Outstanding Reviewer [Link], CVPR 2024
- Qualcomm Innovative Fellowship Korea 2023 Winner [Link], Qualcomm Technologies, Inc., 2023
- Youlchon AI Star Scholarship [Link], Youlchon Foundation & SNU AI Institute, 2023
- Outstanding Reviewer [Link], ICCV 2021
Academic Services
- Journal Reviewer
- TPAMI, CVIU, MVAP
- TPAMI, CVIU, MVAP
- Conference Reviewer
- CVPR, NeurIPS, ECCV, ICCV, ICLR, ICML, and IROS