Alexnet - ImageNet Classification with Deep Convolutional Neural Networks（2012）
VGG - Very Deep Convolutional Networks for Large-Scale Image Recognition（2014）
GoogLeNet - Going Deeper with Convolutions（2014）
Resnet - Deep Residual Learning for Image Recognition（2015）
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DenseNet - Densely Connected Convolutional Networks（2016）
References
[1] ImageNet Classification with Deep Convolutional Neural Networks
[2] Very Deep Convolutional Networks for Large-Scale Image Recognition
[3] Going Deeper with Convolutions
[4] Deep Residual Learning for Image Recognition
[5] Densely Connected Convolutional Networks