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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

Jianbo Qi

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Open access Jul 2026

ERD: Extended RAW-Diffusion Framework for De-rendering sRGB Images

This paper builds upon the RAW-Diffusion model and incorporates a ControlNet-guided architecture that provides structured conditioning to improve generalization without requiring metadata at inference time, and demonstrates that the proposed ControlNet-enhanced model enhances reconstruction accuracy on unseen sensors.

Jiaqi Shang, Yifan Qu, Jianbo Qi · 0 citations

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