neural network pruning

Top-KAST: Top-K Always Sparse Training NeurIPS 2020 TRP: Trained Rank Pruning for Efficient Deep Neural Networks IJCAI 2020 When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020 Winning the Lottery with Continuous Sparsification NeurIPS 2020 Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019 A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019 Approximated Oracle Filter Pruning for Destructive CNN Width Optimization ICML 2019 AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters NeurIPS 2019 Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019 Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019 Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask NeurIPS 2019 Global Sparse Momentum SGD for Pruning Very Deep Neural Networks NeurIPS 2019 Importance Estimation for Neural Network Pruning CVPR 2019 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019 One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NeurIPS 2019 On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019 Rate Distortion For Model Compression:From Theory To Practice ICML 2019 The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks ICLR 2019 Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization Interspeech 2018 Deep Rewiring: Training very sparse deep networks ICLR 2018 Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018 “Learning-Compression” Algorithms for Neural Net Pruning CVPR 2018 Learning Sparse Neural Networks through L_0 Regularization ICLR 2018 NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018 Optimization based Layer-wise Magnitude-based Pruning for DNN Compression IJCAI 2018