Mariano Barone

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Multimodal Models (1)

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Francesco Di Serio (1)Giuseppe Riccio (1)Antonio Romano (1)Marco Postiglione (1)

Papers (1)

Feb 25, 2026

Mariano Barone +62w ago

Brain3D: Brain Report Automation via Inflated Vision Transformers in 3D

Brain3D leapfrogs existing 2D slice-based methods for brain MRI analysis, achieving near-perfect F1 score in clinical pathology detection by directly processing volumetric data.

Mariano Barone, Francesco Di Serio, Giuseppe Riccio +4

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

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Mariano Barone

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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