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Tianwei Yin, Michaël Gharbi, Taesung Park, Richard Zhang, Eli Shechtman, Fredo Durand, William T · 2024

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Distribution Matching Distillation without Fake Score Network

cs.CV · 2026-05-19 · unverdicted · novelty 7.0

FSF-DMD replaces the fake-score network in distribution matching distillation with a generator-induced pseudo-velocity surrogate for flow-map generators, showing improved FID on ImageNet-1K 256x256.

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  • Distribution Matching Distillation without Fake Score Network cs.CV · 2026-05-19 · unverdicted · none · ref 29

    FSF-DMD replaces the fake-score network in distribution matching distillation with a generator-induced pseudo-velocity surrogate for flow-map generators, showing improved FID on ImageNet-1K 256x256.