I am a Ph.D. student advised by Professor Hyun Myung at KAIST.
My research interests lie in robust localization and object detection. Developed cross-view geo-localization and domain generalization models to improve localization accuracy under domain shifts. This research contributed to the deployment of autonomous vehicles and robotic systems in real-world environments.
dnwn24 [at] kaist.ac.kr
E3-2, 3240, 291 Daehak-ro, Yuseong-gu, Daejeon, Korea, 34141
B.S in Mechanical Engineering, 2019
Korea University, Korea
M.S in Robotics Program, 2021
KAIST, Korea
Adaptive Coverage Path Planning Policy for a Cleaning Robot with Deep Reinforcement Learning
ICCE 2022
[ Paper ]
Sample-efficient and occlusion-robust reinforcement learning for robotic manipulation via multimodal fusion dualization and representation normalization
Neural Networks 2025
[ Paper ]
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real Environments
RA-L 2023
[ Paper ]
이미지를 강인하게 인식하는 중심주변 조절 기반 뉴럴 네트워크
AFCV (Asian Federation of Computer Vision) Best Paper Award, KROC 2021
[ Paper ]