Latency-Aware Unified Dynamic Networks for Efficient Image Recognition

Dynamic networks have become a pivotal area of study in deep learning due to their ability to selectively activate computing units (such as layers or channels) or dynamically allocate computation to information-rich regions. This capability significantly curtails unnecessary computations, adapting t...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 06. Nov., Seite 7760-7774
1. Verfasser: Han, Yizeng (VerfasserIn)
Weitere Verfasser: Liu, Zeyu, Yuan, Zhihang, Pu, Yifan, Wang, Chaofei, Song, Shiji, Huang, Gao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article