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

GAMA: Geometry-Aware Manifold Alignment via Structured Adversarial Perturbations for Robust Domain Adaptation. - Hana Satou; F. Monkey (CoRR, 2025)

GAMA++: Disentangled Geometric Alignment with Adaptive Contrastive Perturbation for Reliable Domain Transfer. - Kim Yun; Hana Satou; 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)