Representation Distribution Matching for One-Step Visual Generation

Representation Distribution Matching for One-Step Visual Generation

Representation Distribution Matching enables high-quality image generation by matching feature distributions under pretrained encoders, with improved performance through optimized…

Hugging Face · Daily Papers ·Lan Feng, Wuyang Li · ·▲ 4 upvotes

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

Autores: Lan Feng, Wuyang Li, Eloi Zablocki, Matthieu Cord, Alexandre Alahi

  • 4 upvotes da comunidade
  • Temas: Representation Distribution Matching, MMD, pretrained encoders, feature distributions, SW_r14, Sliced-Wasserstein distance

Resumo

Resumo original (em inglês), extraído do paper:

Representation Distribution Matching enables high-quality image generation by matching feature distributions under pretrained encoders, with improved performance through optimized batch sizes and multi-encoder evaluation metrics.

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