Drag Your GAN (DragGAN)
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Interactive point-based image manipulation on the generative image manifold.
Point-based control: User clicks handle points on an image and drags them to target locations; the GAN smoothly moves image content accordingly.
Precision editing: Achieves pixel-level control over image content - opening/closing mouths, rotating objects, changing poses - with minimal artifacts.
User-interactive: Real-time feedback enables intuitive editing workflows that previous generative editing approaches lacked.
Viral impact: Became one of the most viral AI papers of 2023, inspiring widespread interest and later extensions to diffusion models (DragDiffusion).
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