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2020 – today
- 2025
[j7]Jeongmin Oh, Donghwi Yoo, Chungeon Kim, Hyunseok Oh, Yonghyun Ryu, Kyung-Woo Lee, Dae-Un Sung:
A hybrid fault diagnostic approach using operational transfer path analysis and denoising deep learning with remote sensors: Application to electric vehicles. Expert Syst. Appl. 270: 126470 (2025)- 2024
- [j6]Donghwi Yoo
, Minseok Choi, Hyunseok Oh, Bongtae Han:
A Simple but Effective Way to Handle Rotating Machine Fault Diagnosis With Imbalanced-Class Data: Repetitive Learning Using an Advanced Domain Adaptation Model. IEEE Access 12: 189789-189803 (2024) - [c4]Hyunseok Oh, Youngki Lee:
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network. ICML 2024 - [i7]Hyunseok Oh, Juheon Yi, Youngki Lee:
Papez: Resource-Efficient Speech Separation with Auditory Working Memory. CoRR abs/2407.00888 (2024) - [i6]Hyunseok Oh, Youngki Lee:
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network. CoRR abs/2407.01645 (2024) - [i5]Quanliang Liu, Maciej P. Polak, So Yeon Kim, MD Al Amin Shuvo, Hrishikesh Shridhar Deodhar, Jeongsoo Han, Dane Morgan, Hyunseok Oh:
Beyond designer's knowledge: Generating materials design hypotheses via large language models. CoRR abs/2409.06756 (2024) - 2023
- [c3]Hyunseok Oh, Juheon Yi, Youngki Lee:
Papez: Resource-Efficient Speech Separation with Auditory Working Memory. ICASSP 2023: 1-5 - 2022
- [j5]Minseok Choi, Chungeon Kim, Hyunseok Oh:
A video-based SlowFastMTB model for detection of small amounts of smoke from incipient forest fires. J. Comput. Des. Eng. 9(2): 793-804 (2022) - [c2]Kwanyoung Park, Hyunseok Oh, Youngki Lee:
VECA: A New Benchmark and Toolkit for General Cognitive Development. AAAI 2022: 38-48 - [i4]Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Min Su Lee, Youngki Lee, Byoung-Tak Zhang:
Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents. CoRR abs/2201.04990 (2022) - [i3]Junseok Park, Inwoo Hwang, Min Whoo Lee, Hyunseok Oh, Min Su Lee, Youngki Lee, Byoung-Tak Zhang:
On the Importance of Critical Period in Multi-stage Reinforcement Learning. CoRR abs/2208.04832 (2022) - 2021
- [c1]Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Min Su Lee, Youngki Lee, Byoung-Tak Zhang:
Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents. ICMI 2021: 212-220 - [i2]Kwanyoung Park, Junseok Park, Hyunseok Oh, Byoung-Tak Zhang, Youngki Lee:
Learning task-agnostic representation via toddler-inspired learning. CoRR abs/2101.11221 (2021) - [i1]Kwanyoung Park, Hyunseok Oh, Youngki Lee:
VECA : A Toolkit for Building Virtual Environments to Train and Test Human-like Agents. CoRR abs/2105.00762 (2021) - 2020
- [j4]Soo-Ho Jo, Boseong Seo, Hyunseok Oh, Byeng D. Youn, Dongki Lee:
Model-Based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading. IEEE Access 8: 70387-70400 (2020)
2010 – 2019
- 2019
- [j3]Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim:
A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine. Reliab. Eng. Syst. Saf. 184: 137-150 (2019) - 2018
- [j2]Hyunseok Oh, Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn:
Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis. IEEE Trans. Ind. Electron. 65(4): 3539-3549 (2018) - 2017
- [j1]Dae Whan Kim, Hyunseok Oh, Byeng Dong Youn, Dongil Kwon:
Bivariate Lifetime Model for Organic Light-Emitting Diodes. IEEE Trans. Ind. Electron. 64(3): 2325-2334 (2017)
Coauthor Index
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