Conference
2023 November-Fall KIIE: Korean Institute of Industrial Engineers
Yujin Lee, Harin Lim, Harin Lim, Seoyoon Jang, Hyunsoo Yoon*, UniFormaly: Towards Task-Agnostic Unified Anomaly Detection
Joonkyo Shim, Hyunsoo Yoon*, LEAT: Towards Robust Deepfake Disruption in Real-World Scenarios via Latent Ensemble Attack
Jihun Han, Hyunsoo Yoon*, 산업장비에서 정확한 잔존수명예측을 위한 고도화된 접근 방법
Jung Hun Phee, Hyunsoo Yoon*, Graphical Abstraction of Time-Series Dynamics: A Spatial Perspective for Enhanced Understanding
2023 October-INFORMS Annual Meeting: The Institute for Operations Research and the Management Sciences
Yongmin Kim, Hyunsoo Yoon*, Enhancing Bearing Fault Diagnosis in Manufacturing Through Vibration Signal Feature Extraction and 2D Image Embedding with CNN Models
Beomgyo Shin, Hyunsoo Yoon*, A Patch-Wise Fault Diagnosis Framework with Self-Supervised Learning in Limited Data Scenarios
Yu Jun Yang, Hyunsoo Yoon*, Semi-supervised Domain Adaptation via Statistics Invariant Adversarial Training
Oyekanmi O. Olatunde, William M. Duggar, David M. Caballero, Toms V. Thomas, Neha Adari, Mohammad T. Khasawneh, Hyunsoo Yoon*, Early Detection of Metastatic Tumor Recurrence Using Brain MRI
2023 June-Spring KIIE: Korean Institute of Industrial Engineers
Yongmin Kim, Hyunsoo Yoon*, 2D 이미지 임베딩을 통한 베어링 결함진단 방법론
Beomgyo Shin, Hyunsoo Yoon*, Self-supervised Learning for Fault Diagnosis with Limited Labeled Data
Yu Jun Yang, Hyunsoo Yoon*, 공정 간 도메인 적응을 통한 준지도학습 기반의 회전기계 결함 진단
Harin Lim, Yujin Lee, Hyunsoo Yoon*, SelFormaly: 이미지 이상 탐지 통합 프레임워크
2022 November-Autumn KIIE: Korean Institute of Industrial Engineers
Harin Lim, Yujin Lee, Hyunsoo Yoon*, SimVI: A Simple Visual Inspection Framework with foreground object segmentation and pre-trained model-based anomaly detection
2022 October-INFORMS Annual Meeting: The Institute for Operations Research and the Management Sciences
Jun Kataoka, Hyunsoo Yoon*, AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain
Hairong Wang, et al, Biologically-informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post-treatment glioblastoma
2022 June-Spring KIIE: Korean Institute of Industrial Engineers
2021 October-INFORMS Annual Meeting: The Institute for Operations Research and the Management Sciences
Jun Kataoka, Hyunsoo Yoon*, Robust Deep Clustering Guided Adversarial Unsupervised Domain Adaptation
Jiajing Huang, Hyunsoo Yoon*, et al., Eigen-entropy: A Metric For Sampling Decision
2021 November-Autumn KIIE: Korean Institute of Industrial Engineers
Hyunsoo Yoon*, Tutorial: Types of transfer learning and research trends to improve generalization performance
Hyunsoo Yoon*, Knowledge-Infused Machine Learning