Collapsed generation, where certain prompts or embeddings force a diffusion model to produce nearly identical images across random seeds, can serve as a model-specific fingerprint for non-invasive ownership verification.
Stable diffusion v2.1 and dreamstudio updates,
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Fingerprinting Text-to-Image Diffusion Models via Collapsed Generation
Collapsed generation, where certain prompts or embeddings force a diffusion model to produce nearly identical images across random seeds, can serve as a model-specific fingerprint for non-invasive ownership verification.