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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

The State of Sparse Training in Deep Reinforcement Learning ICML 2022
Forget-free Continual Learning with Winning Subnetworks ICML 2022
A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance ICML 2022
Dynamic Sparse Training for Deep Reinforcement Learning IJCAI 2022
Federated Pruning: Improving Neural Network Efficiency with Federated Learning INTERSPEECH 2022
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win AAAI 2022
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks ICML 2022
Neural Network Pruning by Cooperative Coevolution IJCAI 2022
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks ICML 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning ICML 2022
Training Your Sparse Neural Network Better with Any Mask ICML 2022
Convolutional and Residual Networks Provably Contain Lottery Tickets ICML 2022
Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning NIPS 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022
Get More at Once: Alternating Sparse Training with Gradient Correction NIPS 2022
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022