Search Results - RepositoryStats

327

2.6k

mit

36

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

pruning cvpr2023 depgraph channel-pruning network-pruning model-compression structural-pruning structured-pruning efficient-deep-learning

Created 2019-12-15

1,410 commits to master branch, last one a day ago

YOLOv3-model-pruning Lam1360

431

1.7k

mit

42

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

yolov3 model-pruning hand-detection channel-pruning object-detection

Created 2019-06-28

29 commits to master branch, last one 5 years ago

channel-pruning ethanhe42

310

1.1k

mit

47

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

acceleration channel-pruning object-detection image-recognition model-compression deep-neural-networks image-classification

Created 2017-08-21

56 commits to master branch, last one 5 months ago

network-slimming Eric-mingjie

214

907

mit

14

Network Slimming (Pytorch) (ICCV 2017)

pytorch sparsity deep-learning channel-pruning convolutional-neural-networks

Created 2018-07-05

15 commits to master branch, last one 3 years ago

amc mit-han-lab

113

428

mit

17

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

automl on-device-ai channel-pruning efficient-model model-compression automl-for-compression

Created 2019-06-15

17 commits to master branch, last one 10 months ago

GNN-RL-Model-Compression yusx-swapp

12

54

unknown

2

GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning

gnn-rl filter-pruning channel-pruning

Created 2021-03-26

92 commits to master branch, last one about a year ago