20 citations · 52 across the 8 of their papers we have counts for
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cs.CV2018★ 20 cited
Distilling Critical Paths in Convolutional Neural Networks
Fuxun Yu, Zhuwei Qin, Xiang Chen
Neural network compression and acceleration are widely demanded currently due to the resource constraints on most deployment targets. In this paper, through analyzing the filter ac…
cs.CV2018★ 6 cited
Demystifying Neural Network Filter Pruning
Zhuwei Qin, Fuxun Yu, ChenChen Liu +1
Based on filter magnitude ranking (e.g. L1 norm), conventional filter pruning methods for Convolutional Neural Networks (CNNs) have been proved with great effectiveness in computat…