Soyoun Won
Kyung Hee University(KR)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Explainable Artificial Intelligence (XAI), Neural Networks and Applications, AI in cancer detection
Most-Cited Works
- → Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability(2023)3 cited
- → Effects of mixed sample data augmentation on interpretability of neural networks(2025)1 cited
- → Dissecting Mixed-Sample Data Augmentation Models via Neural-concept Association(2024)1 cited
- → PRISM: Pseudo-Labeling and Region-Based Inpainting for Synthetic Change Detection Modeling(2025)1 cited
- 요한 쿠나우 중 제 1번 ‘다윗과 골리앗의 싸움’에서 나타난 이야기와 음악과의 연관성 분석을 통한 음악적인 해석 방안 모색(2017)
- An Analysis of the Relationship between Story and Music for the Musical Interpretation of the First Sonata ‘The Battle between David and Goliath’ among Johann Kuhnau’s The Biblical Sonatas(2017)
- → Understanding Adversarial Robustness of Deep Neural Networks Via Decision Reliance(2025)