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News/Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
arxiv
PublishedMay 8, 2026 at 4:00 AM
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Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance

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arXiv:2605.06535v1 Announce Type: cross Abstract: In recent years, open-source efforts like Senorita-2M have propelled video editing toward natural language instruction. However, current publicly available datasets predominantly focus on local editing or style transfer, which largely preserve the or

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