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Ditch the Gaussian noise: HumANDiff generates more realistic human videos by sampling noise directly on a 3D articulated human body, ensuring motion consistency.
Generate realistic, controllable human videos from a single image with 3D pose and view control, finally solving the wrinkle-rendering problem.