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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

F. Behrad

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Preprint Aug 2026

Learning visual representations for compositional analysis of artworks and photographs

This work compares two parallel paradigms for composition analysis: a human-inspired method grounded in perceptual grouping, and fine-tuned foundation models enabled by recent large-scale compositional datasets.

F. Behrad, T. Tuytelaars, Johan Wagemans · 0 citations

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