Cross-Person Identity Change Under Source-Coupled Multi-Human Generation: A Controlled UniPortrait Study

Multi-human personalization must account for identity changes in people outside the nominal target of a generative operation. We characterize this behavior in UniPortrait, without introducing a new preservation algorithm.