network pruning

Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection ICML 2020 High Performance Natural Language Processing EMNLP 2020 HYDRA: Pruning Adversarially Robust Neural Networks NeurIPS 2020 Learning Sparse Neural Networks for Better Generalization IJCAI 2020 Neuron Merging: Compensating for Pruned Neurons NeurIPS 2020 Picking Winning Tickets Before Training by Preserving Gradient Flow ICLR 2020 Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP ICLR 2020 Pruning Filter in Filter NeurIPS 2020 Pruning from Scratch AAAI 2020 Reborn Filters: Pruning Convolutional Neural Networks with Limited Data AAAI 2020 Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot NeurIPS 2020 Structured Compression by Weight Encryption for Unstructured Pruning and Quantization CVPR 2020 The Generalization-Stability Tradeoff In Neural Network Pruning NeurIPS 2020 The Lottery Ticket Hypothesis for Pre-trained BERT Networks NeurIPS 2020 Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers ICML 2020 Ultrafast Photorealistic Style Transfer via Neural Architecture Search AAAI 2020 What's Hidden in a Randomly Weighted Neural Network? CVPR 2020 WoodFisher: Efficient Second-Order Approximation for Neural Network Compression NeurIPS 2020 Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019 Crafting Efficient Neural Graph of Large Entropy IJCAI 2019 Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019 Network Pruning via Transformable Architecture Search NeurIPS 2019 On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019 Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019