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ReGain: Restoring Subject Fidelity in Personalization on Synthetic Images

Bhatnagar, Shubhang et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionimage-and-video-processing
Text-to-image diffusion models are personalized to a subject by DreamBooth fine-tuning on a handful of its images. Increasingly, these images come from a diffusion model rather than a camera. We show that fine-tuning on such synthetic images degrades subject fidelity, producing oversaturated color a
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