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image-classification.bib
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@article{LeNet,
author = {Yann LeCun and Léon Bottou and Yoshua Bengio and Patrick Haffner},
title = {Gradient-based learning applied to document recognition},
volume = {86},
number = {11},
pages = {2278-2324},
journal = {Proceedings of the IEEE},
year = {1998}
}
@inproceedings{ImageNet,
author = {Deng, Jia and Dong, Wei and Socher, Richard and Li, Li-Jia and Li, Kai and Fei-Fei, Li},
title = {ImageNet: A Large-Scale Hierarchical Image Database},
booktitle = {CVPR},
year = {2009}
}
@inproceedings{AlexNet,
author = {Alex Krizhevsky and Sutskever, Ilya and Hinton, Geoffrey E},
title = {ImageNet Classification with Deep Convolutional Neural Networks},
booktitle = {NIPS},
year = {2012}
}
@inproceedings{VGG,
author = {Karen Simonyan, Andrew Zisserman},
title = {Very Deep Convolutional Networks for Large-Scale Image Recognition},
booktitle = {ICLR},
year = {2015}
}
@inproceedings{BatchNorm,
author = {Ioffe, Sergey and Szegedy, Christian},
title = {Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift},
booktitle = {ICML},
year = {2015}
}
@inproceedings{GoogLeNet,
author = {Christian Szegedy and Wei Liu and Yangqing Jia and Pierre Sermanet and Scott E. Reed and Dragomir Anguelov and Dumitru Erhan and Vincent Vanhoucke and Andrew Rabinovich},
title = {Going Deeper with Convolutions},
booktitle = {CVPR},
year = {2015}
}
@inproceedings{ResNet,
author = {He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
title = {Deep Residual Learning for Image Recognition},
booktitle = {CVPR},
year = {2016}
}
@inproceedings{DenseNet,
author = {HGao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger},
title = {Densely Connected Convolutional Networks},
booktitle = {CVPR},
year = {2017}
}