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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

Shi-Jian Yang

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Sep 2026

Retinex-informed efficient visual state space networks for shadow removal

This paper develops a Retinex-guided state space backbone that integrates illumination–reflectance priors into the network in a structured manner, enabling more reliable restoration of shadow regions, and introduces a Shadow Interaction Module within a multi-scale channel attention framework.

Wei-Ju Zhao, Run-Xing Zhao, Shi-Jian Yang · 0 citations

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