weight-pruning
There are 17 repositories under weight-pruning topic.
foolwood/pytorch-slimming
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
lucaslie/torchprune
A research library for pytorch-based neural network pruning, compression, and more.
sdc17/UPop
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
Jiamian-Wang/Iterative-Soft-Shrinkage-SR
[ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
lehduong/kesi
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
jiahuei/sparse-image-captioning
Image captioning with weight pruning in PyTorch
georgeretsi/SparsityLoss
(Unstructured) Weight Pruning via Adaptive Sparsity Loss
athglentis/feather
Feather is a module that enables effective sparsification of neural networks during training. This repository accompanies the paper "Feather: An Elegant Solution to Effective DNN Sparsification" (BMVC2023).
yashkim77/Neural_Network_Pruning_Sparsification
TensorFlow implementation of weight and unit pruning and sparsification
andrijazz/pruning
Pruning
Kahsolt/nn-prune-svd
Neural network weights prune in a static LoRA–like way
ChenyangLi-97/NN-BCD
Code Implementation of On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee
jack-willturner/characterising-neural-compression
Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"
philsaurabh/Neuron-Pruning-Demonstration
Implementation of Neuron Pruning with weight pruning
Snehal-Reddy/NeuralNetPruning
Pruning is <3
gowtham1997/Analysis_Of_Pruning_Techniques
analysing Model Pruning and Unit Pruning on a large dense MNIST network