Gihun Kim

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A diffusion-based generative model for financial time series via geometric Brownian motion.
CoRR
Gihun Kim, Sun-Yong Choi, Yeoneung Kim
2025 — conf
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with $O(\sqrt{T})$ Regret.
L4DC
Yeoneung Kim, Gihun Kim, Jiwhan Park, Insoon Yang
2024 J jnl
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T) Regret.
CoRR
Yeoneung Kim, Gihun Kim, Insoon Yang
2024 J jnl
Control of Fab Lifters via Deep Reinforcement Learning: A Semi-MDP Approach.
IEEE Trans Autom. Sci. Eng.
Giho Kim, Jaeuk Shin, Gihun Kim, Joonrak Kim, Insoon Yang
2023 — conf
On Concentration Bounds for Bayesian Identification of Linear Non-Gaussian Systems.
CDC
Yeoneung Kim, Gihun Kim, Insoon Yang
2022 J jnl
Infusing Model Predictive Control Into Meta-Reinforcement Learning for Mobile Robots in Dynamic Environments.
IEEE Robotics Autom. Lett.
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
2021 — conf
Implementation of CNN-based multi-slice model observer for 3D cone beam CT.
Image Perception, Observer Performance, and Technology Assessment
Gihun Kim, Jongduk Baek
2021 J jnl
Infusing model predictive control into meta-reinforcement learning for mobile robots in dynamic environments.
CoRR
Jaeuk Shin, Astghik Hakobyan, Mingyu Park, Yeoneung Kim, Gihun Kim, Insoon Yang
2021 J jnl
Which Factors Affect the Stress of Intraoperative Orthopedic Surgeons by Using Electroencephalography Signals and Heart Rate Variability?
Sensors
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
2019 — conf
Implementation of an ideal observer model using convolutional neural network for breast CT images.
Image Perception, Observer Performance, and Technology Assessment
Gihun Kim, Minah Han, Hyunjung Shim, Jongduk Baek
2018 — conf
Feasibility study of deep convolutional generative adversarial networks to generate mammography images.
Image Perception, Observer Performance, and Technology Assessment
Gihun Kim, Hyunjung Shim, Jongduk Baek