Hi! I am a Second year PhD student at The University of Edinburgh, School of Informatics/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 enhancing the reliability of AI models through post training algorithms such as DPO, PPO and Test-Time Scaling. Recently, I am developing post training algorithms for Embodied AI such as world model and vision-language action models.
I am looking for an industrial research internship position related to Physical AI! If you think I might be a good fit, please reach out to Mr.Chow@ed.ac.uk! I am also open to potential research collaborations!
-PhD, School of Informatics/Engineering, The 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
Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning
Taehoon Kim, Henry Gouk, Minyoung Kim, Timothy Hospedales
UAI2026
[arxiv]
Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning
Taehoon Kim, Donghwan Jang, Bohyung Han
CLVision Workshop, CVPR2024
[arxiv]
Randomized Adversarial Perturbations for Domain Generalization
Taehoon Kim, Bohyung Han
WACV2024
[arxiv]
Teaching Assistant
Principles of Computer vision, SNU M2608.001900, Prof. Bohyung Han, Spring 2023
FCOS, Samsung Electronics, Feb 2022
Academic Review
ICLR, TPAMI, NeurIPS, CVPR