Latency-aware Unified Dynamic Networks for Efficient Image Recognition

Dynamic computation has emerged as a promising strategy to improve the inference efficiency of deep networks. It allows selective activation of various computing units, such as layers or convolution channels, or adaptive allocation of computation to highly informative spatial regions in image featur...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 25. Apr.
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