Zixun Xia

Boost the Identity-Preserving Embedding for Consistent Visual Generation

Text-to-image models have advanced high-fidelity content generation, but their inability to maintain subject consistency hampers realistic applications. Existing training-based methods rely on heavy computation and large datasets; while training-free approaches demand excessive memory or complex aux…