AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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An energy-guided diffusion framework that injects interpretable constraints directly into the denoising process at inference time is proposed that shows consistent improvements in best-of-K accuracy (minADE/minFDE) and a substantial reduction in collision rate.
A perception-aware framework for green streetscape redesign that transforms a real street-view image and a high-level design goal into a realistic visualization of a retrofitted street, and suggests that controllable generative models can provide practical support for urban street retrofit visualization and assessment.
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