[CVPR 2023] DepGraph: Towards Any Structural Pruning
A curated list of neural network pruning resources.
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Netwo...
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。
PruningRadixTrie - 1000x faster Radix trie for prefix search & auto-complete
A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)
Pruning Filter in Filter(NeurIPS2020)
#前端开发#CSS inspection aided by visual regression pruning
翻译 - 视觉回归修剪辅助CSS检查
YoloV5sl_V4模型pruning
APRCP HRNet: Adaptive Pruning Rate Channel Pruning for HRNet Applied to 2D Human Pose Estimation
Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
Pruning Neural Networks with Taylor criterion in Pytorch
Pruning and other network surgery for trained Keras models.
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
Group Fisher Pruning for Practical Network Compression(ICML2021)
Try out different pruning-approaches on lightweight Backbones.
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.