A dual-level decoupling module with contrastive losses and a mixture-of-experts fusion layer improves identity preservation in subject-driven text-to-image generation.
Decoupled textual embeddings for cus- tomized image generation
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Identity-Preserving Text-to-Image Generation via Dual-Level Feature Decoupling and Expert-Guided Fusion
A dual-level decoupling module with contrastive losses and a mixture-of-experts fusion layer improves identity preservation in subject-driven text-to-image generation.