AI RESEARCH
CountLoop: Training-Free High-Instance Image Generation via Iterative Agent Guidance
arXiv CS.CV
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ArXi:2508.16644v3 Announce Type: replace Diffusion models excel at photorealistic synthesis but struggle with precise object counts, especially in high-density settings. We