Switching a diffusion editor from image-conditioned to caption-only mode for a mid-trajectory interval and back improves edit fidelity and naturalness on FLUX2-Klein and BAGEL, while predictably reducing source-image preservation.
Test-time prompt refinement for text-to-image models.ArXiv, abs/2507.22076
2 Pith papers cite this work. Polarity classification is still indexing.
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A genetic algorithm evolves CLIP token vectors to optimize aesthetic quality and prompt alignment in diffusion models, outperforming Promptist and random search by up to 23.93% on a combined fitness score.
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DuET: Dual Expert Trajectories for Diffusion Image Editing
Switching a diffusion editor from image-conditioned to caption-only mode for a mid-trajectory interval and back improves edit fidelity and naturalness on FLUX2-Klein and BAGEL, while predictably reducing source-image preservation.
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Evolutionary Token-Level Prompt Optimization for Diffusion Models
A genetic algorithm evolves CLIP token vectors to optimize aesthetic quality and prompt alignment in diffusion models, outperforming Promptist and random search by up to 23.93% on a combined fitness score.