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What is History-Guided Video Diffusion Framework about?

The document introduces the Diffusion Forcing Transformer (DFoT), a novel video diffusion framework that allows flexible conditioning on variable-length history frames to enhance video generation quality and temporal consistency. It presents a family of guidance methods called History Guidance (HG), which significantly improve motion dynamics and visual quality in video generation. The DFoT and HG methods demonstrate state-of-the-art performance, enabling the generation of exceptionally long videos from a s

Author

parrypwhppp

Language

EN