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PASTA: Prompt-Aware Annealed Diffusion Sampling.

arXiv:2610.32390v1 Announce Type: cross Abstract: While Diffusion models produce high-quality images, real-world visual design requires intentionally preserving clean regions for headlines, logos, or UI elements. Existing layout-aware text-to-image methods str

arXiv cs.AIResearch source·