Concepedia

Min Gu Kwak

MG

5

Publications

217

Citations

5

H-Index

2019

Active since

Affiliations

Korea University(Current)

Georgia Institute of Technology

Min Gu Kwak is an author at Korea University specializing in anomaly detection, deep learning, and machine vision.

Top concepts

BusinessEngineeringData ScienceLocalizationDeep LearningMachine VisionProcess ControlInverse ProblemsMachine LearningAnomaly Detection

Publications per year

2019–2023

5

Publications

5

Process monitoring using variational autoencoder for high-dimensional nonlinear processes

Seulki Lee, Min Gu Kwak, Kwok‐Leung Tsui et al. · Engineering Applications of Artificial Intelligence · 2019 · 170 citations

Variational Autoencoder, Process Control, Business +3

Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors

Min Gu Kwak, Seoung Bum Kim · IEEE Access · 2021 · 14 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

Self-Supervised Contrastive Learning to Predict the Progression of Alzheimer’s Disease with 3D Amyloid-PET

Min Gu Kwak, Yi Su, Kewei Chen et al. · Bioengineering · 2023 · 12 citations · Full text

STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari

Young Jae Lee, Jaehoon Kim, Min Gu Kwak et al. · Neural Networks · 2022 · 11 citations

SWaCo: Safe Wafer Bin Map Classification With Self-Supervised Contrastive Learning

Min Gu Kwak, Young Jae Lee, Seoung Bum Kim · IEEE Transactions on Semiconductor Manufacturing · 2023 · 10 citations

Rows per page

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