A three-stage pipeline of prompt optimization, LoRA adaptation, and T5 caption transformation is claimed to improve few-shot domain-specific image generation, with reported FID and CLIP gains over two baselines.
DoRA: Weight-decomposed low-rank adaptation
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AdaptaGen: Domain-Specific Image Generation through Hierarchical Semantic Optimization Framework
A three-stage pipeline of prompt optimization, LoRA adaptation, and T5 caption transformation is claimed to improve few-shot domain-specific image generation, with reported FID and CLIP gains over two baselines.