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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Mai A. Shaaban

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Jul 2026

An Empirical Analysis of Continual Learning for Heterogeneous Medical Visual Question Answering

A systematic evaluation of CL for MedVQA across diverse clinical objectives, including classification, multi-label classification, detection, cell counting, and report generation suggests that existing CL methods struggle to maintain stability-plasticity balance when tasks with different objectives and supervision form...

Mai A. Shaaban, Tausifa Jan Saleem, Alaa Mohamed et al. · 0 citations

Towards Multimodal Retrieval-Augmented Generation for Medical Visual Question Answering

A novel multimodal RAG framework tailored for MedVQA is proposed, which leverages multimodal data, including medical images, reports, and generated captions, to provide more accurate clinical answers, and introduces a training paradigm that uses captions as auxiliary supervision, enhancing cross-modal alignment via con...

Mai A. Shaaban, M. Zarei, Adnan Khan et al. · 0 citations

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