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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

Layer-wise Model Pruning based on Mutual Information EMNLP 2021
Convolutional Neural Network Pruning With Structural Redundancy Reduction CVPR 2021
Effective Sparsification of Neural Networks With Global Sparsity Constraint CVPR 2021
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021
Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021
Only Train Once: A One-Shot Neural Network Training And Pruning Framework NIPS 2021
Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset ICML 2021
Efficient Lottery Ticket Finding: Less Data is More ICML 2021
Exploring Sparsity in Image Super-Resolution for Efficient Inference CVPR 2021
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021
You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership NIPS 2021
Can Information Flows Suggest Targets for Interventions in Neural Circuits? NIPS 2021
Adversarial Neuron Pruning Purifies Backdoored Deep Models NIPS 2021
Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP 2021
Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021
Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021
Winning Lottery Tickets in Deep Generative Models AAAI 2021
Parameter-Efficient Transfer Learning with Diff Pruning ACL 2021
Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021
Holistic Filter Pruning for Efficient Deep Neural Networks WACV 2021
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing ICCV 2021
Network Pruning via Performance Maximization CVPR 2021
Auto Graph Encoder-Decoder for Neural Network Pruning ICCV 2021