Paper-Reading

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2017.07.13 AlexNet
ImageNet Classification with Deep Convolutional Neural Networks

2017.07.15 CNN可视化的开山之作
Visualizing and Understanding Convolutional Networks笔记

http://blog.csdn.net/whiteinblue/article/details/43312059#quote

http://blog.csdn.net/hjimce/article/details/50544370

https://www.zybuluo.com/lutingting/note/459569

GoogLeNet：

http://blog.csdn.net/sunpeng19960715/article/details/65938564
http://blog.csdn.net/shuzfan/article/details/50738394

http://blog.csdn.net/yuanchheneducn/article/details/53045551#comments
发展历程：
http://blog.csdn.net/u010025211/article/details/51206237

2017.07.16 Batch Normalization

http://blog.csdn.net/hjimce/article/details/50866313
http://blog.csdn.net/happynear/article/details/44238541#comments

ResNet：
http://www.jianshu.com/p/f71ba99157c7
http://blog.csdn.net/wspba/article/details/56019373

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VGG：
http://blog.csdn.net/wspba/article/details/61615906
http://www.cnblogs.com/xuanyuyt/p/5743758.html
http://www.jianshu.com/p/9c6d90e4f20e
http://blog.csdn.net/whiteinblue/article/details/43560491

CNN模型回顾：
http://www.cnblogs.com/52machinelearning/p/5821591.html

GoogLeNet发展历程：
http://blog.csdn.net/u010025211/article/details/51206237

【致敬ImageNet】ResNet 6大变体：何恺明,孙剑,颜水成引领计算机视觉这两年

2017.07.29

DeepFace DeepId系列的开篇

【翻译+原创】DeepFace: Closing the Gap to Human-Level Performance in Face Verification 论文笔记

DeepFace: Closing the Gap to Human-Level Performance in Face Verification 阅读笔记

Siamese Network理解（附代码）

Understanding Locally Connected Layers In Convolutional Neural Networks

人脸识别：Deep Face Recognition论文阅读
Deep Face Recognition

论文提要 Deep Face Recognition

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

CV：image caption(DenseCap: Fully Convolutional Localization Networks for Dense Captioning)

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

双线性插值 ：http://www.cnblogs.com/xpvincent/archive/2013/03/15/2961448.html

2017.07.30

总结人脸识别的方向(FD,FA,FR,FV)

2017.8.6
Deep Learning Face Representation from Predicting 10,000 Classes

http://blog.csdn.net/chenriwei2/article/details/31415069
http://www.cnblogs.com/zzq1989/p/4373680.html
http://www.ifight.me/197/
https://asdf0982.github.io/2017/06/21/DeepID/

DeepID2：Deep Learning Face Representation by Joint Identification-Verification
http://blog.csdn.net/stdcoutzyx/article/details/41497545

FaceNet

https://zhuanlan.zhihu.com/p/24837264
http://blog.csdn.net/chenriwei2/article/details/45031677#comments
http://blog.csdn.net/stdcoutzyx/article/details/46687471

DeepID2+
http://blog.csdn.net/eli00001/article/details/51035561
http://blog.csdn.net/stdcoutzyx/article/details/42091205

2017.08.29
DenseNet
DenseNet

https://zhuanlan.zhihu.com/p/28190802