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neural network pruning

265 papers

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Also known as

NNP

Co-occurring keywords

model compression (3283) lottery ticket hypothesis (103) model pruning (233) network pruning (183) sparse training (77) neural network optimization (1293) neural network (6616) knowledge distillation (3680) weight pruning (57) large language model (12755)

Papers

Global Sparse Momentum SGD for Pruning Very Deep Neural Networks NIPS 2019
Optimization based Layer-wise Magnitude-based Pruning for DNN Compression IJCAI 2018
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization INTERSPEECH 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018
TETRIS: TilE-matching the TRemendous Irregular Sparsity NIPS 2018
Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018
“Learning-Compression” Algorithms for Neural Net Pruning CVPR 2018
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS 2017
Runtime Neural Pruning NIPS 2017
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS 2017
Bayesian Compression for Deep Learning NIPS 2017
Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017
CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NIPS 2016
Learning both Weights and Connections for Efficient Neural Network NIPS 2015