AINeutralarXiv – CS AI · 18h ago6/10
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Anchor-Conditioned Compositional Control for Landscape Image Generation
Researchers present a new framework for improving compositional control in AI-generated landscape images by anchoring diffusion models with four-dimensional compositional vectors extracted from training data. The approach achieves superior performance in horizon detection and rule-of-thirds alignment, demonstrating that compositional precision improves when training on homogeneous scene categories rather than mixed datasets.