2 papers
cs.CV2026
FlexID: Training-Free Flexible Identity Injection via Intent-Aware Modulation for Text-to-Image Generation
Guandong Li, Yijun Ding
Personalized text-to-image generation aims to seamlessly integrate specific identities into textual descriptions. However, existing training-free methods often rely on rigid visual…
cs.CV2025
DVI: Disentangling Semantic and Visual Identity for Training-Free Personalized Generation
Guandong Li, Yijun Ding
Recent tuning-free identity customization methods achieve high facial fidelity but often overlook visual context, such as lighting, skin texture, and environmental tone. This limit…