MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

MIMFlow combines Normalizing Flows with Masked Image Modeling to improve generative modeling by decoupling semantic representation from pixel-level details, achieving better perfor…

Hugging Face · Daily Papers ·Yang Chen, Xiaowei Xu · ·▲ 2 upvotes

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

Autores: Yang Chen, Xiaowei Xu, Shuai Wang, Xinwen Zhang, Qiushi Guo, Tiezheng Ge

  • 2 upvotes da comunidade
  • Temas: Normalizing Flows, Masked Image Modeling, VAE encoder, latent semantics, generative flow, semantic manifold

Resumo

Resumo original (em inglês), extraído do paper:

MIMFlow combines Normalizing Flows with Masked Image Modeling to improve generative modeling by decoupling semantic representation from pixel-level details, achieving better performance with fewer tokens.

Onde ler

compartilhar: