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TL;DR: PortraitBooth enables text-to-portrait generation from a single image, preserving identity , promoting diverse expression editing , and supporting multi-subject generation with low training costs, eliminating the need for finetuning during inference. Abstract Recent advancements in personalized image generation using diffusion models have been noteworthy. However, existing methods suffer from inefficiencies due to the requirement for subject-specific fine-tuning. This computationally intensive proces
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