Fusing Physics-Driven Strategies and Cross-Modal Adversarial Learning: Toward Multi-Domain Applications. - Hana Satou; Alan Mitkiy (CoRR, 2024)

On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning. - Hana Satou; Alan Mitkiy (CoRR, 2025)

Geometrically Regularized Transfer Learning with On-Manifold and Off-Manifold Perturbation. - Hana Satou; Alan Mitkiy; F. Monkey (CoRR, 2025)

Dynamic Epsilon Scheduling: A Multi-Factor Adaptive Perturbation Budget for Adversarial Training. - Alan Mitkiy; James Smith; Hana Satou; Hiroshi Tanaka; Emily Johnson; F. Monkey (CoRR, 2025)