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About
About
Hi! I am a first year PhD student at University of Edinburgh, School of Engineering, advised by Professor Timothy Hospedales and Dr. Henry Gouk. Before that, I obtained my master's degree at Computer Vision Lab, Seoul National University, advised by Professor Bohyung Han. My primary research interests are centered around building reliable large-scale AI systems thorugh the lens of learning theory with specific emphasis on PAC-Bayes approach. I am open to any potential collaborations or just chat! Feel free to reach out!
Education
Education
-PhD, School of Engineering, University of Edinburgh
Sep, 2024 ~ Current,
SPADS CDT Student,
Advisor: Timothy Hospedales and Henry Gouk
-MS, Electrical and Computer Engineering, Seoul National University
Mar, 2022 ~ Aug, 2024,
Advisor: Bohyung Han
-B.S. Mathematical Science & Computational Science, Seoul National University
Mar, 2016 ~ Feb, 2022
Summa Cum Laude
Publications
Publications
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning
Taehoon Kim, Donghwan Jang, Bohyung Han
CLVision Workshop, CVPR2024
[paper]
Cross-Class Feature Augmentation for Class Incremental Learning
Taehoon Kim, Jaeyoo Park, Bohyung Han
AAAI2024,
CLVision Workshop, CVPR2024
[arxiv]
Randomized Adversarial Perturbations for Domain Generalization
Taehoon Kim, Bohyung Han
WACV2024
[arxiv]
Services
Services
Teaching Assistant
Principles of Computer vision, SNU M2608.001900, Prof. Bohyung Han, Spring 2023
FCOS, Samsung Electronics, Feb 2022
Academic Review
ICLR, TPAMI
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