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The University of Hong Kong
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GIVE achieves reliable geometric edits in video editing by unifying object-state specifications, overcoming traditional challenges in generative workflows.
Optimizing data mixtures through gradient descent can drastically reduce training costs and improve model performance without the need for extensive simulations.