Hyungmin Kim

Orcid: 0000-0002-7626-4876

Affiliations:
  • Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
  • Samsung Electro-Mechanics, Suwon, South Korea


According to our database1, Hyungmin Kim authored at least 7 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
SPACE: SPAtial-Aware Consistency rEgularization for Anomaly Detection in Industrial Applications.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation.
Knowl. Based Syst., 2024

ContextMix: A context-aware data augmentation method for industrial visual inspection systems.
Eng. Appl. Artif. Intell., 2024

Defect Detection in the Manufacturing Domain Using Product Design Data and Self-Knowledge Distillation.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

Enhancing Anomaly Detection Performance in Manufacturing Industry through Improved Alignment Algorithms.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Spatial Contrastive Learning for Anomaly Detection and Localization.
IEEE Access, 2022


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