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cs.CV2020★ 1 cited
Channel Pruning via Multi-Criteria based on Weight Dependency
Yangchun Yan, Rongzuo Guo, Chao Li +2
Channel pruning has demonstrated its effectiveness in compressing ConvNets. In many related arts, the importance of an output feature map is only determined by its associated filte…
cs.CV2019
Gated Convolutional Networks with Hybrid Connectivity for Image Classification
Chuanguang Yang, Zhulin An, Hui Zhu +5
We propose a simple yet effective method to reduce the redundancy of DenseNet by substantially decreasing the number of stacked modules by replacing the original bottleneck by our…