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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

Zijian Yu

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Preprint Aug 2026

Source-Face Authenticity Detection for 3D Gaussian Heads Reconstructed from a Single Portrait: A Benchmark and Dedicated Detector

This work introduces the first large-scale benchmark for this task by collecting real portraits and fake portraits from multiple sources and evaluates representative existing detectors on this benchmark, revealing their lack of explicit mechanisms for retaining fine-grained information and maintaining feature consisten...

Yu-Jie Gao, Zijian Yu, Yan Hong et al. · 0 citations
Preprint Aug 2026

GAP-SAM: A Global Artifact Prior for Generalizable AI-Generated Image Manipulation Localization

GAP-SAM encodes an image and its frozen VAE reconstruction into a global artifact token and injects it into SAM3's feature pyramid via zero-gated FiLM via zero-gated FiLM before pixel decoding to preserve localization while suppressing semantic-boundary shortcuts.

Haozhen Yan, Siyuan Shan, Zijian Yu et al. · 0 citations

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