147 citations · 334 across the 7 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CV2017★ 105 cited
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
Jian-Hao Luo, Jianxin Wu, Weiyao Lin
We propose an efficient and unified framework, namely ThiNet, to simultaneously accelerate and compress CNN models in both training and inference stages. We focus on the filter lev…
cs.CV2017★ 147 cited
An Entropy-based Pruning Method for CNN Compression
Jian-Hao Luo, Jianxin Wu
This paper aims to simultaneously accelerate and compress off-the-shelf CNN models via filter pruning strategy. The importance of each filter is evaluated by the proposed entropy-b…