Runtime Neural Pruning

Ji Lin, Yongming Rao, Jiwen Lu, Jie Zhou

Neural Information Processing Systems 

The agent judges the importance of each convolutional kernel and conducts channel-wise pruning conditioned on different samples, where the network is pruned more when the image is easier for the task.

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