AIBullisharXiv – CS AI · 5h ago7/10
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FreeAnimate: Training-Free Human Image Animation with Preview-Guided Denoising
FreeAnimate introduces a training-free framework for human image animation that leverages diffusion models to achieve temporal consistency, identity preservation, and background stability without requiring substantial training data. The method uses preview-guided denoising and novel attention modules to match or exceed the quality of training-based approaches while offering improved generalization and accessibility.