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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

Guo-Qiang Zhong

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Preprint Oct 2026

PUGS: Physics-Guided Uncertainty Modeling for Underwater Dynamic 3D Gaussian Splatting

PUGS learns inherent uncertainty induced by underwater image formation and leverages it as a physical signal for dynamic scene modeling, and proposes uncertainty stochastic annealing and a dual-path self-consistency distillation objective, converting stochastic exploration to deterministic reconstruction while preservi...

Ting-Jun Li, Yu-Xi Wang, Guo-Qiang Zhong et al. · 0 citations
Conference Aug 2026

VASSNet: A Vessel-Aware Appearance-Structure Synergistic Network with Hierarchical Semantic Optimization for Retinal Vessel Segmentation

Retinal vessel segmentation underpins risk assessment for ocular and systemic diseases. Existing encoder-decoder networks remain constrained by domain-specific appearance shifts, weak responses from small vessels, and cross-level semantic misalignment, leading to missed distal branches, topological discontinuities, and...

Song-Yu Lan, Guo-Qiang Zhong · 0 citations

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