Consistency distillation reduces memorization in diffusion models by suppressing unstable feature directions associated with memorization while preserving stable generalizable modes.
22 0 2 4 6 8 10 0.00 0.25 0.50 0.75 1.00Median fracBmem on Gen Figure 6:Gen-to-Mem leakage after inverse-curvature weighting.Median fracBmem on Gen (Eq.(B.15)) versus ridgeγ
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On the Memorization of Consistency Distillation for Diffusion Models
Consistency distillation reduces memorization in diffusion models by suppressing unstable feature directions associated with memorization while preserving stable generalizable modes.