conftrace_

network pruning

183 papers

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Co-occurring keywords

model compression (3302) lottery ticket hypothesis (104) neural network pruning (265) neural network (6616) knowledge distillation (3725) neural network optimization (1293) convolutional neural network (4226) model pruning (237) neural architecture search (666) transfer learning (5449)

Papers

WoodFisher: Efficient Second-Order Approximation for Neural Network Compression NIPS 2020
Reborn Filters: Pruning Convolutional Neural Networks with Limited Data AAAI 2020
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach CVPR 2020
Filter Grafting for Deep Neural Networks CVPR 2020
Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search CVPR 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019
Crafting Efficient Neural Graph of Large Entropy IJCAI 2019
Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019
Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019
On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019
Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019
Structured Pruning of Neural Networks With Budget-Aware Regularization CVPR 2019
RePr: Improved Training of Convolutional Filters CVPR 2019
Network Pruning via Transformable Architecture Search NIPS 2019
Sparse DNNs with Improved Adversarial Robustness NIPS 2018
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Frequency-Domain Dynamic Pruning for Convolutional Neural Networks NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
Learning sparse neural networks via sensitivity-driven regularization NIPS 2018
MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks CVPR 2018
Learning Compact Neural Networks with Regularization ICML 2018
CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning CVPR 2018