발행물

전체 논문

261

31

Supervised contrastive learning for multisensor signals classification in automobile engine manufacturing
Cho, Y.S., Kim, S.B.*
IEEE Transactions on Industrial Informatics, 2024.05

32

Contrastive deep clustering for detecting new defect patterns in wafer bin maps
Baek, I., Kim, S.B.
The International Journal of Advanced Manufacturing, 2024.01

33

Robust semi-supervised regression for vehicle interior noise prediction
Sim, S., Bae, J., Kim, S.B.*
IEEE Access, 2024

34

Sample-efficient multi-agent reinforcement learning with masked reconstruction
Kim, J., Lee, Y.J., Heo, J., Park, J., Kim, J., Lim, S.R., Jeong, J., Kim, S.B.*
PLOS ONE, 2023.09

35

Failure detection and primary cause identification of multivariate time series data in semiconductor equipment
Baek, M., Kim, S.B.*
IEEE Access, 2023.05

36

SWaCo: Safe wafer bin map classification with self-supervised contrastive learning
Kwak, M., Lee, Y., Kim, S.B.*
IEEE Transactions on Semiconductor Manufacturing, 2023.05

37

Noise-robust graph-based semi-supervised learning with dynamic shaving label propagation
Lee, J., Kim, Y*., Kim, S.B.*
Applied Soft Computing, 2023.07

38

DESEM: Depthwise separable convolution-based multimodal deep learning for In-game action anticipation
Kim, C., Bae, J., Baek, I., Jeong, J., Lee, Y.J., Park, K., Shim, S.H., Kim, S.B.*
IEEE Access, 2023.04

39

STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari
Lee, Y.J., Kim, J., Kwak, M., Park, Y.J.*, Kim, S.B.*
Neural Networks, 2023.03

40

A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport
Jen, H-C, Huff, B., LeBoulluec, A.K., Nasirian, B., Kim, S.B., Rosenberger, J.M., Chen, V.C.P.
Simulation-Transactions of the Society for Modeling and Simulation International, 2022.12