The paper proposes a cascaded I2VGen-XL approach for video synthesis that improves semantic accuracy, clarity, and spatio-temporal continuity by decoupling factors and using static images as guidance. The approach enhances details and resolution and is effective on diverse data.

https://arxiv.org/abs//2311.04145

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