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20242026
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cs.AI2026

EMoE: Training-Free Expert Disagreement for Uncertainty-Aware Text-to-Image Diffusion

Lucas Berry, Axel Brando, Wei-Di Chang +2

Large text-to-image diffusion models rarely expose reliable signals of when a prompt is likely to produce a poorly aligned generation, especially when training data is undisclosed.…