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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

Hui Gong

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2026

MGR-Road: Resolving Semantic-Geometric Conflict in One-Shot Vectorized Road Extraction

One-shot vectorized road extraction utilizing vision foundation models (VFMs) has established an efficient framework but suffers from a critical semantic-geometric feature conflict. This conflict is reflected in the erosion of high-frequency geometric details by semantic smoothing and negative gradient interference bet...

Man Yuan, Xiu-Ce Yang, Hui Gong et al. · 0 citations

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