Topic: "filter-pruning"
lucaslie/torchprune
A research library for pytorch-based neural network pruning, compression, and more.
Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22
MingSun-Tse/Regularization-Pruning
[ICLR'21] Neural Pruning via Growing Regularization (PyTorch)
Language: Python - Size: 2.17 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 69 - Forks: 17
yusx-swapp/GNN-RL-Model-Compression
GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning
Language: Python - Size: 98.4 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 67 - Forks: 13
ofsoundof/group_sparsity
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
Language: Python - Size: 2.79 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 53 - Forks: 13
MingSun-Tse/ASSL
[NeurIPS'21 Spotlight] Aligned Structured Sparsity Learning for Efficient Image Super-Resolution (PyTorch)
Language: Python - Size: 4.32 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 48 - Forks: 7
gaborvecsei/Ridurre-Network-Filter-Pruning-Keras
Keras model convolutional filter pruning package
Language: Python - Size: 190 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 44 - Forks: 13
lehduong/kesi
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 8
ZJCV/SSL
[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
Language: Python - Size: 73.2 KB - Last synced at: about 7 hours ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 5
sseung0703/EKG
Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning
Language: Python - Size: 42.3 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 1
Eclipsess/CHIP_NeurIPS2021
Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
Language: Python - Size: 94.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 5
pvti/CORING
:ring: Efficient tensor decomposition-based filter pruning
Language: Jupyter Notebook - Size: 272 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 16 - Forks: 4
ivclab/Multistage_Pruning
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.
Language: Python - Size: 33.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 3
pedbrgs/Pruning-Darknet
Filter pruning techniques of convolutional neural networks implemented with the Darknet framework.
Language: Python - Size: 289 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1
sliming-ai/sliming-ai.github.io
🧠 Singular values-driven automated filter pruning
Language: JavaScript - Size: 385 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 3
mohaimenz/pruning-vs-xnor
Official repository for the research article "Pruning vs XNOR-Net: A ComprehensiveStudy on Deep Learning for AudioClassification in Microcontrollers"
Language: Python - Size: 7.52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2
jayChung0302/ImageChannelReduction
Official Pytorch implementation of "Filter Pruning by Image Channel Reduction in Pre-Trained Convolutional Neural Networks".
Language: Python - Size: 51.8 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 3
mediaic/CAIE-Filter-Pruning
Constraint-Aware Importance Estimation for Global Filter Pruning under Multiple Resource Constraints (CVPRW2020)
Language: Python - Size: 207 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
semchan/DCT_Pruning
code for your paper "Discrete cosine transform for filter pruning"
Language: Python - Size: 159 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0
sisyphus-cv-lab/MODNet-ModelCompression
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。
Language: Python - Size: 6.86 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1
IDT-ITI/B-FPGM
Code and trained models for our paper: N. Kaparinos, V. Mezaris, "B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning", Proc. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2025).
Language: Python - Size: 5.31 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
KonstantinosBarmpas/Shallow-Waters
[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.
Language: Jupyter Notebook - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
