Learning an Adaptive Sparse Transformer for Efficient Image Restoration

Transformer-based approaches have shown promising performance in image restoration tasks due to their ability to model long-range dependencies, which are essential for recovering clear images. Although various efficient attention mechanisms have been proposed to address the intensive computational l...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 01. Okt., Seite 10344-10360
Auteur principal: Zhou, Shihao (Auteur)
Autres auteurs: Pan, Jinshan, Yang, Jufeng
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article