Here are
21 public repositories
matching this topic...
In the human synaptic system, there are two important channels known as excitatory and inhibitory neurotransmitters that transmit a signal from a neuron to a cell. Adopting the neuroscientific perspective, we propose a synapse-inspired filter pruning method.
Updated
Aug 18, 2023
Python
Constraint-Aware Importance Estimation for Global Filter Pruning under Multiple Resource Constraints (CVPRW2020)
Updated
Aug 27, 2020
Python
code for your paper "Discrete cosine transform for filter pruning"
Updated
Jun 3, 2022
Python
[Master Thesis] Research project at the Data Analytics Lab in collaboration with Daedalean AI. The thesis was submitted to both ETH Zürich and Imperial College London.
Updated
Apr 12, 2022
Jupyter Notebook
An easy way to conduct filter-pruning for Convolutional layers and fully connected layers
Updated
Apr 2, 2022
Python
Filter pruning techniques of convolutional neural networks implemented with the Darknet framework.
Updated
Jan 10, 2024
Python
Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning
Updated
Sep 20, 2022
Python
对人像抠图模型MODNet进行滤波器级别的剪枝,结合自适应与固定比例策略。
Updated
Jun 13, 2023
Python
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
Updated
Aug 24, 2021
Python
💍 Efficient tensor decomposition-based filter pruning
Updated
Jun 28, 2024
Jupyter Notebook
Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.
Updated
Jan 8, 2021
Python
Official Pytorch implementation of "Filter Pruning by Image Channel Reduction in Pre-Trained Convolutional Neural Networks".
Updated
Mar 21, 2021
Python
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
Updated
Oct 10, 2021
Python
Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
Updated
Sep 10, 2022
Python
[NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)
Updated
Apr 5, 2022
Python
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
Updated
Aug 13, 2020
Jupyter Notebook
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Updated
Feb 21, 2023
Python
Keras model convolutional filter pruning package
Updated
Feb 16, 2019
Python
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
Updated
Mar 28, 2022
Python
A research library for pytorch-based neural network pruning, compression, and more.
Updated
Nov 28, 2022
Shell
Improve this page
Add a description, image, and links to the
filter-pruning
topic page so that developers can more easily learn about it.
Curate this topic
Add this topic to your repo
To associate your repository with the
filter-pruning
topic, visit your repo's landing page and select "manage topics."
Learn more
You can’t perform that action at this time.