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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

Si-Yuan You

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Aug 2026

Combining transformer global and task-relevant local CNN features for retail product recognition

Inspired by human visual perception, where individuals first perceive an object globally and then focus on salient local details, the proposed hybrid CNN-Transformer architecture captures global representations and employs attention maps to refine task-relevant local features.

Abdulaziz Ali, Si-Yuan You, Li Li et al. · 0 citations
#artificial intelligence Aug 2025

RoofSeg: An edge-aware transformer-based network for end-to-end roof plane segmentation

A novel edge-aware transformer-based network, named RoofSeg, is developed for segmenting roof planes from LiDAR point clouds in a truly end-to-end manner and an Edge-Aware Mask Module (EAMM) is designed that sufficiently incorporates planar geometric prior of edges to enhance its discriminability for plane instance mas...

Si-Yuan You, Guo-Zheng Xu, Peng-Wei Zhou et al. · 0 citations

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