Scholar
Won Jo
Google Scholar ID: G8apJUsAAAAJ
KAIST
Citations & Impact
Citations
29
H-index
4
i10-index
0
Publications
10
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Pathwise Explanation of ReLU Neural Networks' at AISTATS 2024.
- Published 'Enhancing Visual Representation of Untrimmed Videos by Counteracting Visuality-Threatening Content' in Pattern Recognition (2025).
- Co-authored 'Overcoming Overconfidence for Active Learning' in IEEE Access (2024).
- First-authored 'VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression' at AAAI-24 (2023).
- First-authored 'Simultaneous Video Retrieval and Alignment' in IEEE Access (2023).
- Co-authored 'VERD: Emergence of Product-based Video E-commerce Retrieval Dataset from User's Perspective' in Sensors (2023).
- Contributed to 'Multispectral Benchmark Dataset and Baseline for Forklift Collision Avoidance' in Sensors (2022).
- Co-authored 'Compression Method for MPEG CDVA Global Feature Descriptors' in Journal of Broadcast Engineering (2022).
- First-authored 'Exploring the Temporal Cues to Enhance Video Retrieval on Standardized CDVA' in IEEE Access (2022).
- 3rd Place in NAVER LABS Mapping & Localization Challenge 2020 (Indoor Track), published at IPIU 2021.
- Contributed to the R2T2 (RGB-Thermal-Depth) pedestrian detection dataset, published at IPIU 2020.
Education
- Ph.D. (Sep 2024–Present), Kim Jaechul Graduate School of AI, KAIST, Advisor: Jaesik Choi, Lab: Statistical Artificial Intelligence Lab (SAILab).
- M.S. Researcher (Sep 2023–Aug 2024), KAIST.
- M.S. Researcher (Mar 2023–Aug 2023), Dept. of Artificial Intelligence, Sejong University, Advisor: Yukyung Choi, Lab: Robotics and Computer Vision Lab (RCV Lab).
- M.S. (Mar 2021–Feb 2023), Dept. of Artificial Intelligence, Sejong University, Advisor: Yukyung Choi, Thesis: 'Video Feature Description Method for Content-Based Video Retrieval'.
- B.S. (Mar 2017–Feb 2021), Dept. of Intelligent Mechatronics Engineering, Sejong University, Advisor: Yukyung Choi, graduated magna cum laude.
