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Author

Samir Haddad

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Open access Nov 2026

DINOv3-SAM: Fusing Semantic and Anatomical Foundation Models for Robust Medical Image Classification.

Robust medical image classification remains a persistent challenge due to heterogeneous acquisition protocols, label noise, and subtle inter-class variability. In chest radiography, these difficulties are compounded by shortcut learning from non-anatomical artifacts and projection variability, which severely undermine...

Saeed Al Gharib, F. Dornaika, J. Charafeddine et al. · 0 citations
Conference Jul 2026

Context-Aware Reinforcement Hyper-Heuristic Allocation for Dynamic Wireless Resource Management

Dynamic wireless resource allocation in multi-cell networks is challenging due to non-stationary traffic, intercell interference coupling, and heterogeneous quality-of-service (QoS) constraints. Conventional schedulers and standalone metaheuristics lack adaptability across operating regimes, while deep reinforcement le...

K. Danach, Samir Haddad, J. Sayah et al. · 0 citations

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