A Stochastic Analysis Perspective on Diffusion Models
stat.ML, cs.LG, math.PR
Submitted: 2026-10-09
Updated: 2026-10-09
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Convergence of Deterministic and Stochastic Diffusion-Model Samplers: A Simple Analysis in Wasserstein Distance
- From optimal score matching to optimal sampling
- Yet another look at Harris' ergodic theorem for Markov chains
- Generalization bounds for score-based generative models: a synthetic proof
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