Stage-aware low-rank scaling and distribution-calibrated candidate selection improve identity consistency in personalized image generation but reduce output diversity.
Instantbooth: Per- sonalized text-to-image generation without test-time finetun- 13 ing,
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Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation
Stage-aware low-rank scaling and distribution-calibrated candidate selection improve identity consistency in personalized image generation but reduce output diversity.