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Guangwu Liu

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Conference Aug 2026

HierDiff: hierarchical saliency-guided diffusion for template synthesis

Automated template generation plays a vital role in digital advertising, filmmaking, and virtual environments, yet challenges remain in spatial control particularly in maintaining overall coherence between salient foreground and background regions. We propose HierDiff, a novel saliency-guided diffusion framework that u...

Guangwu Liu, Li Liu, Jibin Liang · 0 citations

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