Jinsoo Bae

PhD student, Industrial and Management Engineering, Korea University

Joined

May 2023

Names

Jinsoo Bae (Preferred)

Emails

****@korea.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Industrial and Management Engineering, Korea University (korea.ac.kr)

2020 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Seoung Bum Kim

2020 – Present

Expertise

Semi-Supervised Learning

Present

Model Calibration

Present

Publications

Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images
Yongwon Jo, Jinsoo Bae, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
- IEA/AIE 2024
- Readers: Everyone
Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction
Sejin Sim, Jinsoo Bae, Seoung Bum Kim
- Published: 01 Jan 2024, Last Modified: 03 Mar 2024
- IEEE Access 2024
- Readers: Everyone
DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation
Changhyun Kim, Jinsoo Bae, Insung Baek, Jaeyoon Jeong, Young Jae Lee, Kiwoong Park, Sang Heun Shim, Seoung Bum Kim
- Published: 01 Jan 2023, Last Modified: 03 Mar 2024
- IEEE Access 2023
- Readers: Everyone
Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II
Insung Baek, Jinsoo Bae, Keewon Jeong, Young Jae Lee, Uk Jo, Jaehoon Kim, Seoung Bum Kim
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IntelliSys (1) 2022
- Readers: Everyone
Safe semi-supervised learning using a bayesian neural network
Jinsoo Bae, Minjung Lee, Seoung Bum Kim
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Inf. Sci. 2022
- Readers: Everyone
Self-supervised Contrastive Learning for Predicting Game Strategies
Young Jae Lee, Insung Baek, Uk Jo, Jaehoon Kim, Jinsoo Bae, Keewon Jeong, Seoung Bum Kim
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IntelliSys (1) 2022
- Readers: Everyone
Uncertainty-aware soft sensor using Bayesian recurrent neural networks
Minjung Lee, Jinsoo Bae, Seoung Bum Kim
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Adv. Eng. Informatics 2021
- Readers: Everyone

Jinsoo Bae

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images

Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation

Self-supervised Learning for Predicting Invisible Enemy Information in StarCraft II

Safe semi-supervised learning using a bayesian neural network

Self-supervised Contrastive Learning for Predicting Game Strategies

Uncertainty-aware soft sensor using Bayesian recurrent neural networks

Co-Authors