Multimodal

DragDiffusion

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Paper summary

Extends interactive point-based image editing to diffusion models.

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Key points

Latent optimization: Optimizes the diffusion latent directly to achieve precise spatial control over image content.

DragGAN for diffusion: Brings the intuitive drag-to-edit interaction (popularized by DragGAN) to the more capable diffusion model backbone.

High-quality edits: Achieves high-quality edits while preserving overall image coherence - objects move realistically rather than just warping pixels.

Interactive generation: Part of the broader move toward interactive, controllable image generation over one-shot text-to-image.

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