39 citations · 87 across the 16 of their papers we have counts for
3 papers · 1 filter
SSM-Attack: Learning Where to Perturb for Black-Box Face Privacy
Tunahan Parlayıcı, Erchan Aptoula, Yücel Saygın
Face recognition systems are deployed widely enough that a photograph shared online can be matched without its subject's consent. Generator-based protection methods rely on heavy p…
Label-Decoupled Style Augmentation for Domain Generalization in Multi-Label Remote Sensing Scene Classification
Alaa Almouradi, Erchan Aptoula
Multi-label classification assigns several co-occurring labels to each aerial scene, yet deployed models often encounter data distributions different from their training. Feature-s…
Higher-Order Domain Generalization in Magnetic Resonance-Based Assessment of Alzheimer's Disease
Zobia Batool, Diala Lteif, Vijaya B. Kolachalama +2
Despite progress in deep learning for Alzheimer's disease (AD) diagnostics, models trained on structural magnetic resonance imaging (sMRI) often do not perform well when applied to…