LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks

16 November 2020

Papers citing "LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks"

6 / 6 papers shown

Title
Channel Pruning via Automatic Structure Search Mingbao Lin Rongrong Ji Yuxin Zhang Baochang Zhang Yongjian Wu Yonghong Tian 81 242 0 23 Jan 2020
Provable Filter Pruning for Efficient Neural Networks Lucas Liebenwein Cenk Baykal Harry Lang Dan Feldman Daniela Rus VLM 3DPC 33 140 0 18 Nov 2019
Learning Sparse Networks Using Targeted Dropout Aidan Gomez Ivan Zhang Siddhartha Rao Kamalakara Divyam Madaan Kevin Swersky Y. Gal Geoffrey E. Hinton 30 98 0 31 May 2019
To prune, or not to prune: exploring the efficacy of pruning for model compression Michael Zhu Suyog Gupta 60 1,262 0 05 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 23 8,807 0 25 Aug 2017
Soft Weight-Sharing for Neural Network Compression Karen Ullrich Edward Meeds Max Welling 48 415 0 13 Feb 2017