Energy-Guided Flow Matching

Energy-Guided Flow Matching

Energy-Guided Flow Matching improves generative quality by progressively revealing high-frequency details through a moving endpoint and adaptive scheduling, reducing training cost…

Hugging Face · Daily Papers ·Haoyang Tong, Yu He · ·▲ 8 upvotes

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

Autores: Haoyang Tong, Yu He, Fang Li, Lichen Ma, Jingling Fu, Dong Chen

  • 8 upvotes da comunidade
  • Temas: flow matching, heat-kernel-filtered endpoint, energy-guided scheduling, velocity retargeting, class-conditional image generation, text-to-image generation

Resumo

Resumo original (em inglês), extraído do paper:

Energy-Guided Flow Matching improves generative quality by progressively revealing high-frequency details through a moving endpoint and adaptive scheduling, reducing training cost and achieving state-of-the-art FID scores.

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