Low-Resolution Self-Attention for Semantic Segmentation

Semantic segmentation tasks naturally require high-resolution information for pixel-wise segmentation and global context information for class prediction. While existing vision transformers demonstrate promising performance, they often utilize high-resolution context modeling, resulting in a computa...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 9 vom: 01. Aug., Seite 8180-8192
Auteur principal: Wu, Yu-Huan (Auteur)
Autres auteurs: Zhang, Shi-Chen, Liu, Yun, Zhang, Le, Zhan, Xin, Zhou, Daquan, Feng, Jiashi, Cheng, Ming-Ming, Zhen, Liangli
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article