Diffusion models trained with an equivariant adversarial-smoothing regularizer tolerate heavy training-data corruption but lose image quality on clean data.
Certified adversarial robustness via randomized smoothing
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What is Adversarial Training for Diffusion Models?
Diffusion models trained with an equivariant adversarial-smoothing regularizer tolerate heavy training-data corruption but lose image quality on clean data.