PixRestore: Unified Image Restoration via Pixel Diffusion Transformer
PixRestore is a compact, VAE-free pixel-space diffusion transformer trained from scratch for unified image restoration, using flow matching on patchified pixels, DINO-based reliabi…
Hugging Face · Daily Papers
·Lingchen Sun, Rongyuan Wu
·
·▲ 1 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Lingchen Sun, Rongyuan Wu, Xiangtao Kong, Jixin Zhao, Qiaosi Yi, Yujing Sun
- 1 upvotes da comunidade
- Temas: unified image restoration, text-to-image latent diffusion models, variational autoencoder, Diffusion Transformer, flow matching, patchified pixels
Resumo
Resumo original (em inglês), extraído do paper:
PixRestore is a compact, VAE-free pixel-space diffusion transformer trained from scratch for unified image restoration, using flow matching on patchified pixels, DINO-based reliability-guided feature fusion, and adversarial fine-tuning to a one-step generator for efficient high-fidelity inference.Onde ler
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