Mingu Kwak

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Cross-Modal Mutual Knowledge Distillation Framework for Alzheimer's Disease Diagnosis: Addressing Incomplete Modalities.
IEEE Trans Autom. Sci. Eng.
Mingu Kwak, Lingchao Mao, Zhiyang Zheng, Yi Su, Fleming Lure, Jing Li
2025 J jnl
Masked and Inverse Dynamics Modeling for Data-Efficient Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Young Jae Lee, Jaehoon Kim, Youngjoon Park, Mingu Kwak, Seoung Bum Kim
2025 J jnl
Mixing corrupted preferences for robust and feedback-efficient preference-based reinforcement learning.
Knowl. Based Syst.
Jongkook Heo, Young Jae Lee, Jaehoon Kim, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
2025 J jnl
Oral-Anatomical Knowledge-Informed Semi-Supervised Learning for 3D Dental CBCT Segmentation and Lesion Detection.
IEEE Trans Autom. Sci. Eng.
Yeonju Lee, Mingu Kwak, Rui Qi Chen, Hao Yan, Muralidhar Mupparapu, Fleming Lure, Frank C. Setzer, Jing Li
2025 J jnl
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples.
IEEE Access
Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2024 J jnl
DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari.
Knowl. Based Syst.
Jaehoon Kim, Young Jae Lee, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
2024 J jnl
Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples.
CoRR
Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2023 J jnl
STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari.
Neural Networks
Young Jae Lee, Jaehoon Kim, Mingu Kwak, Young Joon Park, Seoung Bum Kim
2021 J jnl
Hierarchical segment-channel attention network for explainable multichannel signal classification.
Inf. Sci.
Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
2021 J jnl
Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors.
IEEE Access
Mingu Kwak, Seoung Bum Kim
2019 — conf
Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data.
IntelliSys (2)
Mingu Kwak, Seoung Bum Kim
2019 J jnl
Process monitoring using variational autoencoder for high-dimensional nonlinear processes.
Eng. Appl. Artif. Intell.
Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim