identity fidelity
- Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge
- OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
- PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement