PriorEye: Geospatial Visual Priors for End-to-End Autonomous Driving
Kyuhwan Yeon, Benjamin Ramtoula, Daniele De Martini
ECCV 2026
Physical AI · Robot Learning
I'm a DPhil (PhD) student in the Mobile Robotics Group at the Oxford Robotics Institute, supervised by Prof. Daniele De Martini.
Before starting my DPhil, I worked as a Senior AI Researcher in autonomous driving at 42dot (Hyundai Motor Company), where I played a key role in developing Level 4 urban autonomous driving services in South Korea and mass-production vehicles. I completed my B.S. and M.S. in the ACE Lab at Hanyang University.
My long-term research goal is to develop scalable and interpretable robot learning algorithms. Currently, I am working on memory mechanisms for end-to-end autonomous driving.
Outside of research, I enjoy jogging and spending time in cozy cafés.
I'm always open to collaborations and new opportunities in autonomous driving and robot learning. Feel free to drop me an email.
Kyuhwan Yeon, Benjamin Ramtoula, Daniele De Martini
ECCV 2026
Seokha Moon, Kyuhwan Yeon, Hayoung Kim, Seong-Gyun Jeong, Jinkyu Kim
ICPR 2024
Kyuhwan Yeon, Hayoung Kim, Seong-Gyun Jeong
IROS 2023
Seokha Moon, Sejeong Lee, Hyun Woo, Kyuhwan Yeon, Hayoung Kim, Seong-Gyun Jeong, and Jinkyu Kim
CVPR 2023 Workshop