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Training-free layout control with cross-attention guidance

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representative citing papers

Controllable Coupled Image Generation via Diffusion Models

cs.CV · 2025-06-07 · reject · novelty 6.0

A cross-attention control method that couples backgrounds across multiple generated images by blending LLM-extracted background and entity prompts with a time-varying weight optimized for background similarity and text-image alignment.

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  • Controllable Coupled Image Generation via Diffusion Models cs.CV · 2025-06-07 · reject · none · ref 8

    A cross-attention control method that couples backgrounds across multiple generated images by blending LLM-extracted background and entity prompts with a time-varying weight optimized for background similarity and text-image alignment.