| Process monitoring using variational autoencoder for high-dimensional nonlinear processes S Lee, M Kwak, KL Tsui, SB Kim Engineering Applications of Artificial Intelligence 83, 13-27, 2019 | 147 | 2019 |
| Unsupervised abnormal sensor signal detection with channelwise reconstruction errors M Kwak, SB Kim IEEE Access 9, 39995-40007, 2021 | 12 | 2021 |
| STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari YJ Lee, J Kim, M Kwak, YJ Park, SB Kim Neural Networks 160, 1-11, 2023 | 9 | 2023 |
| Self-Supervised Contrastive Learning to Predict the Progression of Alzheimer’s Disease with 3D Amyloid-PET MG Kwak, Y Su, K Chen, D Weidman, T Wu, F Lure, J Li, ... Bioengineering 10 (10), 1141, 2023 | 7* | 2023 |
| Hierarchical segment-channel attention network for explainable multichannel signal classification J Lee, H Do, M Kwak, H Kahng, SB Kim Information Sciences 567, 312-331, 2021 | 6 | 2021 |
| SWaCo: Safe Wafer Bin Map Classification With Self-Supervised Contrastive Learning MG Kwak, YJ Lee, SB Kim IEEE Transactions on Semiconductor Manufacturing 36 (3), 416-424, 2023 | 3 | 2023 |
| DynaSTI: Dynamics Modeling with Sequential Temporal Information for Reinforcement Learning in Atari J Kim, YJ Lee, M Kwak, YJ Park, SB Kim Knowledge-Based Systems, 112103, 2024 | 1 | 2024 |
| Channel-wise reconstruction-based anomaly detection framework for multi-channel sensor data M Kwak, SB Kim Intelligent Systems and Applications: Proceedings of the 2019 Intelligent …, 2020 | 1 | 2020 |
| Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning YJ Lee, J Kim, YJ Park, M Kwak, SB Kim IEEE Transactions on Neural Networks and Learning Systems, 2024 | | 2024 |
| Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples MG Kwak, H Kahng, SB Kim arXiv preprint arXiv:2408.01872, 2024 | | 2024 |
| A Mutual Knowledge Distillation-Empowered AI Framework for Early Detection of Alzheimer’s Disease Using Incomplete Multi-Modal Images MG Kwak, Y Su, K Chen, D Weidman, T Wu, F Lure, J Li medRxiv, 2023 | | 2023 |
| Apparatus and method for estimating lipid concentration SP Yun, SB Kim, YJ Kwon, K Mingu, YS Cho, MOK Chunghyup, YH Lee, ... US Patent App. 17/490,714, 2023 | | 2023 |
| HYOSUNG Corporation KOREA University Republic of Korea Republic of Korea JR JUNG, HD SEO, KR HWANG, HR DO, MG KWAK, SB KIM | | |
