Hi! My name is Sunghwan Kimpronounced "Sung-Hwahn" (su as in "sun"). I also go by Shawn. I am a PhD student at UC San Diego, working at Existential Robotics Laboratory, advised by Prof. Nikolay Atanasov. I'm also closely working with Prof. Yulun Tian at University of Michigan. Previously, I was a research officer at the Agency for Defense Development (ADD), the South Korean counterpart to the U.S. DARPA. I received my B.S. in Electrical Engineering and Mathematics (double major) at KAIST.
My research goal is to enable mobile robots to perform long-horizon tasks in large-scale environments autonomously. I'm interested in the intersection of robot mapping and policy learning (e.g., RL, VLA). My current focus includes neural scene representations, neural SLAM, and reinforcement learning (e.g., world models).
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim, Dae-hwan Kim, Hoseong Kim
ICCV, 2023 code /
paper
Data Gathering Trials for the Development of Military Imaging Systems
Maria Niebla, Duncan L. Hickman, Eunjin Koh, Chanyong Lee, Hoseong Kim, Chaehyeon Lim, Sunghwan Kim Proc. SPIE, Electro-Optical and Infrared Systems, 2023 paper