TSAD: Text-Stream Adversarial Distillation for Multimodal Diffusion
November 3, 2026
Text-Stream Adversarial Distillation (TSAD) uses intermediate text-token states as an adversarial representation in multimodal diffusion transformers. This allows for aspect-cued discrimination to steer properties like style or typography.
HOW THIS AFFECTS YOU
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builderThis can be used to build diffusion models with more precise control over specific visual attributes.
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researcherThis introduces a new way to perform adversarial training in MMDiTs by targeting the text stream.