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AIBullisharXiv โ€“ CS AI ยท Feb 277/106
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LayerT2V: A Unified Multi-Layer Video Generation Framework

LayerT2V introduces a breakthrough multi-layer video generation framework that produces editable layered video components (background, foreground layers with alpha mattes) in a single inference pass. The system addresses professional workflow limitations of current text-to-video models by enabling semantic consistency across layers and introduces VidLayer, the first large-scale dataset for multi-layer video generation.