AI RESEARCH
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
arXiv CS.CV
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ArXi:2605.06535v1 Announce Type: new 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 original scene structure and are easier to scale.