神经网络压缩加速

深度学习模型压缩方法综述（一）

深度网络模型压缩 - CNN Compression

神经网络压缩：Deep Compression

神经网络压缩（1）：Deep Compression

Deep Learning（深度学习）之（六）【深度神经网络压缩】Deep Compression （ICLR2016 Best Paper）

CNN 模型压缩与加速算法综述

pruning

Pruning Convolutional Neural Networks for Resource Efficient Inference

神经网络压缩（3）：Learning both Weights and Connections for Efficient Neural Network

Dynamic
Network Surgery for Efficient DNNs

pytorch基于卷积层通道剪枝的方法

Network Slimming

Iterative Pruning

Quantization

神经网络压缩（8）Incremental Network Quantization: Towards Lossless CNNs with Low-precision Weights
https://github.com/Zhouaojun/Incremental-Network-Quantization
网络压缩-量化方法对比

CNN网络量化 - Quantized Convolutional
Neural Networks for Mobile Devices

tensorflow模型量化
tensorflow模型的定点化

Why are Eight Bits Enough for Deep Neural Networks?

tensorflow 量化和裁剪的资料

Binary Network

【论文笔记】二值化神经网络（Binarized Neural Network）

CNN网络二值化--XNOR-Net：
ImageNet Classification Using Binary Convolutional Neural Networks

深度学习——缩减+召回加速网络训练

【网络优化】超轻量级网络SqueezeNet算法详解

BinaryConnect： Training
Deep Neural Networks with binary weights during propagations

CNN网络结构 - Refining Architectures
of Deep Convolutional Neural Networks

CNN网络分解--Factorized Convolutional
Neural Networks

论文笔记：DeepRebirth——从非权重层入手来进行模型压缩

论文笔记：ThiNet——一种filter级的模型裁剪算法
http://www.jianshu.com/u/f5c90c3856bb https://github.com/yihui-he/channel-pruning https://github.com/jacobgil/pytorch-pruning https://github.com/eeric/channel_prune https://github.com/tostq/Caffe-Python-Tutorial/blob/master/prune.py https://github.com/tostq/Caffe-Python-Tutorial/blob/master/quantize.py https://github.com/IntelLabs/SkimCaffe https://github.com/WWLoveBasketball/PRUNE-BASED-ON-TENSOTFLOW https://github.com/Aaron-Zhao123/LeNet5-testing https://github.com/garion9013/impl-pruning-TF https://github.com/garion9013/impl-pruning-caffemodel https://github.com/shekkizh/TensorflowProjects/tree/master/Model_Pruning https://github.com/ex4sperans/pruning_with_tensorflow https://github.com/DNNToolBox/Net-Trim-v1 https://github.com/DAVIDNEWGATE/Project https://github.com/yiwenguo/Dynamic-Network-Surgery https://github.com/ZhouYuSong/caffe-pruned https://github.com/sh0416/pruning https://github.com/liuzhuang13/slimming