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Appearance pointers enable unprecedented localized control in image generation, outperforming traditional methods without the need for retraining.
Now you can move objects in videos while preserving their 3D motion, opening up new possibilities for intuitive video editing.
Freehand sketches can now drive photorealistic image generation, even without paired training data, thanks to a novel loss that prioritizes semantic understanding over pixel-perfect alignment.