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MagicNaming: Consistent Identity Generation by Finding a "Name Space" in T2I Diffusion Models

MagicNaming: Consistent Identity Generation by Finding a "Name Space" in T2I Diffusion Models

Large-scale text-to-image diffusion models, (e.g., DALL-E, SDXL) are capable of generating famous persons by simply referring to their names. Is it possible to make such models generate generic identities as simple as the famous ones, e.g., just use a name? In this paper, we explore the existence of a "Name …