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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

Satoshi Iizuka

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Preprint Aug 2026

InstructionCrafter: Generating Consistent and High-Fidelity Visual Instructions

Given textual task instructions, generating step-by-step visual instructions as an image sequence requires the simultaneous satisfaction of multiple properties, specifically step faithfulness, cross-image consistency, and per-frame visual quality. Existing text-to-image generation approaches rarely meet all three prope...

S. Okamoto, Satoshi Iizuka, Kazuhiro Fukui · 0 citations

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