Text embeddings in MM-DiTs contain a detectable omission signal for missing concepts, and amplifying it via OSI reduces concept omission in generated images on FLUX.1-Dev and SD3.5-Medium.
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Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers
Text embeddings in MM-DiTs contain a detectable omission signal for missing concepts, and amplifying it via OSI reduces concept omission in generated images on FLUX.1-Dev and SD3.5-Medium.