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Portrait Video Editing Empowered byMultimodal Generative Priors Traditional portrait video editing methods often have problems with 3D effects and temporal consistency, and also perform poorly in terms of rendering quality and efficiency. To address these issues, PortraitGen elevates each frame of a portrait video into a unified dynamic 3D Gaussian field, which ensures structural and temporal…