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cs.LG 1

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2025 1

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Mean Flows for One-step Generative Modeling

cs.LG · 2025-05-19 · unverdicted · novelty 6.0

MeanFlow uses a derived identity between average and instantaneous velocities to train one-step flow models, achieving FID 3.43 on ImageNet 256x256 with 1-NFE from scratch.

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  • Mean Flows for One-step Generative Modeling cs.LG · 2025-05-19 · unverdicted · none · ref 29

    MeanFlow uses a derived identity between average and instantaneous velocities to train one-step flow models, achieving FID 3.43 on ImageNet 256x256 with 1-NFE from scratch.