AI RESEARCH
A Unified Approach to Analysis and Design of Denoising Markov Models
arXiv CS.LG
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ArXi:2504.01938v2 Announce Type: replace Probabilistic generative models based on measure transport, such as diffusion and flow-based models, are often formulated in the language of Markovian stochastic dynamics, where the choice of the underlying process impacts both algorithmic design choices and theoretical analysis.