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Image Classification

2017

No. Figure Title Authors Pub. Links
4 PyramidNet Deep Pyramidal Residual Networks Dongyoon Han, Jiwhan Kim, Junmo Kim CVPR 2017 paper github
3 DenseNet Densely Connected Convolutional Networks Gao Huang, Zhuang Liu, Kilian Q. Weinberger CVPR 2017 best paper github
2 ResNeXt Aggregated Residual Transformations for Deep Neural Networks Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, and Kaiming He CVPR 2017 paper github
1 Res-Attention-Network Residual Attention Network for Image Classification Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang CVPR 2017 paper github

2016

No. Figure Title Authors Pub. Links
1 ResNet Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun CVPR 2016 best paper github

2015

No. Figure Title Authors Pub. Links
1 GoogLeNet Going Deeper with Convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed CVPR 2015 paper