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#artificial intelligence Preprint Sep 2026

Diffusion Editing with Soft Mask: Pixel Level Redo of Image and Video with Adjustable Strength

Diffusion models with prompt and reference image-guided editing have seen rapid progress, yet they remain too coarse for pixel-level control. One promising direction is to incorporate a soft mask that specifies spatially varying edit strengths but training such fine-grained control demands expensive pixel-wise annotati...

Candi Zheng, Yuan Lan · 0 citations

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