With accurate score estimates, the probability flow ODE sampler reaches O(k/T) total-variation error, where k is the intrinsic dimension of the target distribution.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Adaptivity and Convergence of Probability Flow ODEs in Diffusion Generative Models
With accurate score estimates, the probability flow ODE sampler reaches O(k/T) total-variation error, where k is the intrinsic dimension of the target distribution.