GCPNet: Gradient-aware channel pruning network with bilateral coupled sampling strategy

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Ziyang Zhang, Chuqing Cao, Fangjun Zheng, Tao Sun, Lijun Zhao

Published: 01 Jan 2025, Last Modified: 08 Mar 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A gradient-aware channel pruning network for efficient neural network slimming.•A bilateral coupled sampling strategy ensures an effective search process.•Sign-mask reduces the influence of gradient conflict on supernet.