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Discrete MeanFlow: One-Step Generation via Conditional Transition Kernels

Khan, Fairoz Nower et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
MeanFlow enables one-step generation in continuous spaces by learning an average velocity over a time interval rather than the instantaneous velocity field of flow matching. However, discrete state spaces lack smooth trajectories or spatial derivatives, so the continuous formulation does not directl
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