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Author

Qaiser Abbas

2 papers indexed here

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Open access Aug 2026

Rethinking Architectural Complexity in Deep Vision Models for Histopathological Image Classification.

A set of empirical recommendations to assist architecture selection according to data availability, class balance, and computational constraints are derived, with an emphasis on practical feasibility in resource-constrained settings.

Qaiser Abbas, Muhammad Irzam Liaqat, Saba Qayum et al. · 0 citations
Open access Aug 2026

FaceAge+: training-free synthetic augmentation for deep learning-based biological age estimation from facial images

The proposed approach uses a novel training-free, age-conditioned face synthesis technique based on geometrically guided W-space traversal of StyleGAN2, enabling the disentangled generation of synthetic faces across target age groups, and consistently improves predictions for underrepresented age groups.

Qaiser Abbas, Muhammad Farooq, Tanvir Alam · 0 citations

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