Shuhuai Xie

When Diffusion Models Forget Who You Are: Identity Preservation in Face Inpainting under Large Occlusions

Face inpainting with diffusion models has recently achieved impressive visual quality, yet preserving identity fidelity under significant occlusion and conflicting text guidance remains a major challenge. To address this issue, we present Reference Semantic Inpainting for Face (ReSem-Face), a cascaded diffusion framewo...