Author

Serena Whitlock

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Jul 2026

CoBind: Stage-Aware Compositional Binding for Training-Free Text-to-Image Generation

CoBind is introduced, a training-free framework for stage-aware compositional binding that parses a prompt into a composition graph of entities, attributes, and relations and adapts the guidance strength according to the current satisfaction of each constraint, reducing unnecessary latent updates.

Kaijie Chen, Ethan Caldwell, M. Vossen et al. · arXiv.org · 0 citations