LocRef-Diffusion inserts two lightweight cross-attention modules into Stable Diffusion to control both layout and appearance of multiple instances without fine-tuning per object.
Multi-Region Text-Driven Manipulation of Diffusion Imagery,
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LocRef-Diffusion:Tuning-Free Layout and Appearance-Guided Generation
LocRef-Diffusion inserts two lightweight cross-attention modules into Stable Diffusion to control both layout and appearance of multiple instances without fine-tuning per object.