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neural network pruning

309 papers

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Also known as

NNP

Co-occurring keywords · papers mentioning both

model compression (200) lottery ticket hypothesis (51) model pruning (37) sparse training (35) network pruning (32) neural network optimization (22) knowledge distillation (20) neural network (19) weight pruning (18) structured pruning (17)

Papers

TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018 Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018 Bayesian Compression for Deep Learning NeurIPS 2017 Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017 Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NeurIPS 2017 Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NeurIPS 2017 Runtime Neural Pruning NeurIPS 2017 CNNpack: Packing Convolutional Neural Networks in the Frequency Domain NeurIPS 2016 Learning both Weights and Connections for Efficient Neural Network NeurIPS 2015