chengshengchan / model_compressionLinks
Implementation of model compression with knowledge distilling method.
☆343Updated 8 years ago
Alternatives and similar repositories for model_compression
Users that are interested in model_compression are comparing it to the libraries listed below
Sorting:
- a list of awesome papers on deep model ompression and acceleration☆351Updated 3 years ago
- Caffe implementation for dynamic network surgery.☆186Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago
- Knowledge Distillation using Tensorflow☆142Updated 5 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆335Updated 10 months ago
- FitNets: Hints for Thin Deep Nets☆207Updated 10 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 7 years ago
- Caffe for Sparse and Low-rank Deep Neural Networks☆379Updated 5 years ago
- Label Refinery: Improving ImageNet Classification through Label Progression☆278Updated 7 years ago
- ShuffleNet Implementation in TensorFlow☆383Updated 6 years ago
- Network acceleration methods☆177Updated 3 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆265Updated 5 years ago
- Caffe for Deep Compression☆239Updated 7 years ago
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆147Updated 6 years ago
- A machine learning experiment☆180Updated 7 years ago
- Reimplementation ResNet on cifar10 with caffe☆129Updated 8 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆273Updated 6 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 6 years ago
- The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.☆313Updated 7 years ago
- MatConvNet and Caffe repo with compact bilinear and bilinear pooling functionality added☆181Updated 3 years ago
- Deep Compression on AlexNet☆669Updated 3 years ago
- ResNet-20/32/44/56/110 on CIFAR-10 with Caffe☆167Updated last year
- PyTorch implementation of PNASNet-5 on ImageNet☆317Updated 2 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,082Updated last year
- Complementary code for the Targeted Dropout paper☆255Updated 5 years ago
- Focal loss for Dense Object Detection☆488Updated 7 years ago
- An efficient framework for convolutional neural networks☆277Updated last year
- Low-rank convolutional neural networks☆97Updated 9 years ago
- Caffe Protofiles for MSRA ResNet: train prototxt☆214Updated 7 years ago
- I demonstrate how to compress a neural network using pruning in tensorflow.☆78Updated 7 years ago