FPFS: Filter-level pruning via distance weight measuring filter similarity
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications
Reference65 articles.
1. Recent advances in efficient computation of deep convolutional neural networks;Cheng;Frontiers Inf. Technol. Electron. Eng.,2018
2. Pruning by explaining: A novel criterion for deep neural network pruning;Yeom;Pattern Recognit.,2021
3. Deep neural network quantization via layer-wise optimization using limited training data;Chen,2019
4. Knowledge distillation: A survey;Gou;International Journal of Computer Vision,2021
5. Hyeji Kim, Muhammad Umar Karim Khan, and Chong-Min Kyung. Efficient neural network compression. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 12569–12577. IEEE, June 2019.
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