A three-agent pipeline around FLUX.1-dev and PowerPaint clarifies ambiguous prompts, selects the right model, and iteratively regenerates until its evaluator scores the output above 8.0.
Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models
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T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation
A three-agent pipeline around FLUX.1-dev and PowerPaint clarifies ambiguous prompts, selects the right model, and iteratively regenerates until its evaluator scores the output above 8.0.