Perceptual Flow Matching for Few-Step Generative Modeling
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Perceptual Flow Matching for Few-Step Generative Modeling

Perceptual Flow Matching enables efficient few-step generation by supervising flow matching in perceptual feature space, achieving high-quality results with reduced sampling steps…

Hugging Face · Daily Papers ·Chuyang Zhao, Yifei Song · ·▲ 7 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Chuyang Zhao, Yifei Song, Hongfa Wang, Jianlong Yuan, Yuan Zhang, Siming Fu

  • 7 upvotes da comunidade
  • Temas: flow-matching models, perceptual feature space, pretrained perceptual models, few-step generation, velocity regression, VAE latent space

Resumo

Resumo original (em inglês), extraído do paper:

Perceptual Flow Matching enables efficient few-step generation by supervising flow matching in perceptual feature space, achieving high-quality results with reduced sampling steps and improved accuracy.

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