Channel Pruning for Accelerating Very Deep Neural Networks
Work
Year: 2017
Type: preprint
Abstract: In this paper, we introduce a new channel pruning method to accelerate very deep convolutional neural networks. Given a trained CNN model, we propose an iterative two-step algorithm to effectively pru... more
Authors Yihui He, Xiangyu Zhang, Jian Sun
Institutions Xi'an Jiaotong University, Megvii (China)
Cites: 64
Cited by: 2,354
Related to: 10
Citation percentile (by year/subfield): 99.97
Subfield: Computer Vision and Pattern Recognition
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Industry, innovation and infrastructure
Open Access status: green