Author

Reshad Hosseini

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#artificial intelligence Preprint Sep 2024

FICAug: Feature-Informed Clustering and Augmentation for Facial-Expression-Based Parkinson's Disease Screening

The results suggest that synthetic image generation, when guided by label consistency and clinical feature structure, can function as an effective intermediate representation-learning step for facial-expression-based PD screening in settings where clinical data remain scarce.

Yasaman Haghbin, Hadi Moradi, Reshad Hosseini · 1 citation

Preprint Aug 2026

Domain-Aware Pruning: Sparsity and Domain Generalization via Regularized Probabilistic Masking

Beyond efficiency and generalization, DAP natively provides increased robustness to adversarial perturbations and yields highly interpretable models, where the retained weights reliably encapsulate the most domain-invariant and task-critical representations.

Parham Sazdar, Mostafa Tavassolipour, Reshad Hosseini · 0 citations