Demystify Transformers & Convolutions in Modern Image Deep Networks

Vision transformers have gained popularity recently, leading to the development of new vision backbones with improved features and consistent performance gains. However, these advancements are not solely attributable to novel feature transformation designs; certain benefits also arise from advanced...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 4 vom: 28. Apr., Seite 2416-2428
Auteur principal: Hu, Xiaowei (Auteur)
Autres auteurs: Shi, Min, Wang, Weiyun, Wu, Sitong, Xing, Linjie, Wang, Wenhai, Zhou, Xizhou, Lu, Lewei, Zhou, Jie, Wang, Xiaogang, Qiao, Yu, Dai, Jifeng
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article