Jinwoo Bae

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Depth Estimation

Nonlinear Predictive Control

Storage Systems

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Jinwoo Bae, Kyumin Hwang, Sunghoon Im
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Farhad Angizeh, Jinwoo Bae, Joyce Chen, Alexander Klebnikov, Mohsen A. Jafari
Impact Assessment Framework for Grid Integration of Energy Storage Systems and Renewable Energy Sources Toward Clean Energy Transition. IEEE Access 11 (2023)
Zhanhang Li, Jian Zhou, Hani Nassif, David W. Coit, Jinwoo Bae
Fusing physics-inferred information from stochastic model with machine learning approaches for degradation prediction. Reliab. Eng. Syst. Saf. 232 (2023)
Jinwoo Bae, Kyumin Hwang, Sunghoon Im
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation. CoRR (2023)
Jinwoo Bae, Sungho Moon, Sunghoon Im
Deep Digging into the Generalization of Self-Supervised Monocular Depth Estimation. AAAI (2023)
Sungho Moon, Jinwoo Bae, Sunghoon Im
Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera Systems. CoRR (2023)
Jinwoo Bae, Zhimin Xi
Learning of physical health timestep using the LSTM network for remaining useful life estimation. Reliab. Eng. Syst. Saf. 226 (2022)
Jinwoo Bae, Sungho Moon, Sunghoon Im
MonoFormer: Towards Generalization of self-supervised monocular depth estimation with Transformers. CoRR (2022)
Jinsung Kim, Ji-Han Kang, Jinwoo Bae, Wonhyung Lee, Kwang-Ki K. Kim
Distributed Moving Horizon Estimation via Operator Splitting for Automated Robust Power System State Estimation. IEEE Access 9 (2021)
Jinsung Kim, Hoonhee Kim, Jinwoo Bae, Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
Economic Nonlinear Predictive Control for Real-Time Optimal Energy Management of Parallel Hybrid Electric Vehicles. IEEE Access 8 (2020)