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Author

Jibin Liang

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Conference Aug 2026

HierDiff: hierarchical saliency-guided diffusion for template synthesis

HierDiff is proposed, a novel saliency-guided diffusion framework that unifies spatial structure and semantic consistency to enable controllable template generation without requiring costly fine-tuning of the underlying UNet.

Guangwu Liu, Li Liu, Jibin Liang · 0 citations

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