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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

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Xiao-Hui Sun

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Preprint Sep 2026

Direct Conditional Transition Sampling for Diffusion Inverse Problems

Training-free diffusion inverse solvers typically choose between local measurement guidance and costly clean-space posterior updates. Independent posterior refresh can improve global correction by sampling a clean conditional and re-noising it, but its practical realization requires probability-flow ODE integration and...

Qi Yu, Han-Lin Wu, Xiao-Hui Sun · 0 citations

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