DanceOPD: On-Policy Generative Field Distillation

DanceOPD: On-Policy Generative Field Distillation

A novel on-policy generative field distillation framework called DanceOPD is proposed to unify text-to-image generation, local editing, and global editing capabilities in flow-matc…

Hugging Face · Daily Papers ·Wei Zhou, Xiongwei Zhu · ·▲ 64 upvotes

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

Autores: Wei Zhou, Xiongwei Zhu, Zelin Xu, Bo Dong, Lixue Gong, Yongyuan Liang

  • 64 upvotes da comunidade
  • Temas: generative field distillation, flow-matching models, on-policy, velocity MSE objective, velocity field, classifier-free guidance

Resumo

Resumo original (em inglês), extraído do paper:

A novel on-policy generative field distillation framework called DanceOPD is proposed to unify text-to-image generation, local editing, and global editing capabilities in flow-matching models through capability-specific routing and velocity-based training.

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