USTC, HKUST · Video Editing
LongAnimation
A framework for long-term animation colorization using a Dynamic Global-Local Memory module that maintains color consistency across 500+ frame sequences by dynamically extracting and fusing global historical features with local generation features. Includes SketchDiT architecture, color consistency rewards, and supports text-guided creative background generation.
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