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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 01. Okt., Seite 10344-10360
1. Verfasser: Zhou, Shihao (VerfasserIn)
Weitere Verfasser: Pan, Jinshan, Yang, Jufeng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article