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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

Adrian Iftene

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Preprint Sep 2026

A Shared-Backbone Approach for Multi-Task MedMNIST Classification

Multi-task biomedical classification requires models to generalize across disparate modalities and class distributions. We study 11 heterogeneous MedMNIST datasets using the harmonic mean of per-task macro-F1. We evaluate three backbones with task-specific linear heads. We identify a resolution domain shift between the...

S. Gavril, Andrei Arhire, Adrian Iftene · 0 citations
Conference Jul 2026

Immersive XR Systems for Smart and Connected Mental Health Care: An Exploratory Study on Awareness, Early Detection, and Adaptive Support

Extended Reality (XR) technologies, such as Virtual Reality (VR), are increasingly explored in mental health and therapeutic contexts, offering controlled and immersive environments for awareness, behavioral observation, and adaptive guidance. In this paper, we investigate how a set of interconnected XR experiences can...

George-Gabriel Constantinescu, Adrian Iftene · 0 citations

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