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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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Jijian Zhao

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Preprint Aug 2026

D^2-4DGS: Dual-Depth Guided Sparse-Camera 4D Gaussian Splatting

This work aligns monocular estimates with valid multi-view geometric depths and verify their consistency to identify reliable geometric anchors, which support consistency-aware pruning and depth supervision, and aligned mono-only estimates and RGB-D joint optimization improves appearance fidelity and geometric consistency under sparse-view supervision.

Jijian Zhao · 0 citations

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