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RefRoute: Decoupling Conditioning Cost from References via Compact Residual Conditioning and Spatial Routing

He, Wanning et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Multi-reference image generation requires preserving the appearance of multiple subjects while composing them into a coherent scene. However, existing diffusion transformers commonly encode references as dense visual token grids and jointly process them with global attention, making conditioning inc
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