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Forget end-to-end image generation – this work shows that explicitly interleaving textual reasoning with visual refinement, guided by dense supervision, yields more controllable and interpretable image synthesis.
Unlock superhuman visual reasoning in multimodal models by simply giving them the ability to think step-by-step at test time.