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Chang-Hao Liu

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#artificial intelligence Preprint Aug 2026

RailSyn: Diagnosis-Guided Image Generation for Traceable Data Completion in Railway Foreign Object Detection

RailSyn, a diagnosis-guided framework comprising a real-referenced Inspector and a requirement-aligned Generator, that addresses railway-context, intrusion-semantic, and visual-consistency requirements through domain adaptation, agent-planned placement and physical contact relations, and plan-consistent conditional ref...

Quan Hao, Chen-Xi Zhang, Zixin Tao et al. · 0 citations

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