Mingu Kwak

According to our database, Mingu Kwak authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari.

Jaehoon Kim, Young Jae Lee, Mingu Kwak, Youngjoon Park, Seoung Bum Kim

Knowl. Based Syst., 2024

Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples.

Mingu Kwak, Hyungu Kahng, Seoung Bum Kim

CoRR, 2024

2023

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

Young Jae Lee, Jaehoon Kim, Mingu Kwak, Young Joon Park, Seoung Bum Kim

Neural Networks, March, 2023

2021

Hierarchical segment-channel attention network for explainable multichannel signal classification.

Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim

Inf. Sci., 2021

Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors.

Mingu Kwak, Seoung Bum Kim

IEEE Access, 2021

2019

Process monitoring using variational autoencoder for high-dimensional nonlinear processes.

Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim

Eng. Appl. Artif. Intell., 2019

Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data.

Mingu Kwak, Seoung Bum Kim

Proceedings of the Intelligent Systems and Applications, 2019