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Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models

Yuan, Yifan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmultimedia
Although text-to-image diffusion models generally exhibit strong prompt-following ability, we identify a persistent and previously underexplored failure pattern in which a small subset of prompts differing only in the object consistently fails to realize the same target concept under identical gener
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