Mean Velocity Matching: Rethinking Generative Dynamics in Diffusion Models
arXiv:2609.25444v1 Announce Type: new Abstract: This work studies prediction parameterization for stochastic generative dynamics in diffusion models. Existing velocity-based generative models provide the simplicity of learning a single transport field, but their standard formulation is deterministi…
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- 2026-09-23 04:00 · arXiv cs.LG
Mean Velocity Matching: Rethinking Generative Dynamics in Diffusion Models