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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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Jangwon Kim

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Preprint Oct 2026

GPA-VGGT: Geometry-Preserving Acceleration of VGGT

Feed-forward geometry models such as VGGT recover camera parameters, depth maps, and point maps from one to hundreds of views in a single forward pass, making them powerful backbones for multi-view 3D perception. However, VGGT's global attention is quadratic in the number of frames and dominates end-to-end runtime on l...

M. Sung, Jangwon Kim, Jongwoo Lim · 0 citations

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