Lottery Jackpots Exist in Pre-Trained Models

Network pruning is an effective approach to reduce network complexity with acceptable performance compromise. Existing studies achieve the sparsity of neural networks via time-consuming weight training or complex searching on networks with expanded width, which greatly limits the applications of net...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 12 vom: 05. Dez., Seite 14990-15004
1. Verfasser: Zhang, Yuxin (VerfasserIn)
Weitere Verfasser: Lin, Mingbao, Zhong, Yunshan, Chao, Fei, Ji, Rongrong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article