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Preprint Aug 2026

SketchSense: Learning to Interpret Imperfect Sketch Guidance for Image Inpainting

Sketch-guided image inpainting provides intuitive structural control, yet real sketches often mix reliable global intent with locally crowded, displaced, incomplete, or deliberately unconventional strokes. Existing approaches typically either retain the input sketch as a fixed condition throughout denoising or refine i...

Zian Yang · 0 citations

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