Gihun Kim

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Highly Dynamic Environments

Reinforcement Learning

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

IEEE Robotics Autom. Lett.

Publications

Yeoneung Kim, Gihun Kim, Insoon Yang
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret. CoRR (2024)
Yeoneung Kim, Gihun Kim, Insoon Yang
On Concentration Bounds for Bayesian Identification of Linear Non-Gaussian Systems. CDC (2023)
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
Infusing Model Predictive Control Into Meta-Reinforcement Learning for Mobile Robots in Dynamic Environments. IEEE Robotics Autom. Lett. 7 (4) (2022)
Gihun Kim, Jongduk Baek
Implementation of CNN-based multi-slice model observer for 3D cone beam CT. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2021)
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
Infusing model predictive control into meta-reinforcement learning for mobile robots in dynamic environments. CoRR (2021)
Ji-Won Kwon, Soo-Bin Lee, Sahyun Sung, Yung Park, Joong-Won Ha, Gihun Kim, Kyung-Soo Suk, Hak-Sun Kim, Hwan-Mo Lee, Seong-Hwan Moon, Byung Ho Lee
Which Factors Affect the Stress of Intraoperative Orthopedic Surgeons by Using Electroencephalography Signals and Heart Rate Variability? Sensors 21 (12) (2021)
Gihun Kim, Minah Han, Hyunjung Shim, Jongduk Baek
Implementation of an ideal observer model using convolutional neural network for breast CT images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Gihun Kim, Hyunjung Shim, Jongduk Baek
Feasibility study of deep convolutional generative adversarial networks to generate mammography images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)