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Abdullah-Al-Zubaer Imran

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Open access Jan 2026

ABFR-KAN: Kolmogorov-Arnold Networks for Functional Brain Analysis

Functional connectivity analysis is widely used for computer-aided brain disorder diagnosis, but conventional atlas- based approaches can introduce structural bias and overlook subject-specific brain function. Addressing this, we propose Advanced Brain Function Representation with Kolmogorov-Arnold Networks (ABFR-KAN),...

Tyler Ward, Abdullah-Al-Zubaer Imran · 0 citations
Preprint Jul 2026

Self-Supervised Visual Representation Learning: Pretrain-Finetuning or Joint Training?

This work systematically investigate whether jointly optimizing the self-supervised and supervised objectives during training provides a better alternative, and finds that JT consistently improves data and training efficiency while being robust in low-label settings, while PFT is more reliable in more specialized domai...

Nusrat Munia, Tyler Ward, Nishat Nayla et al. · 0 citations

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