image-classification.bib

@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{HOG,
    author = {Dalal, Navneet and Triggs, Bill},
    title = {Histograms of Oriented Gradients for Human Detection},
    booktitle = {CVPR},
    year = {2005}
}

@inproceedings{SURF,
    author = {Bay, Herbert and Tuytelaars, Tinne and Van Gool, Luc},
    title = {{SURF}: Speeded Up Robust Features},
    booktitle = {ECCV},
    year = {2006}
}

@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{SIFT,
    author = {Lowe, David G},
    title = {Object Recognition from Local Scale-Invariant Features},
    booktitle = {ICCV},
    year = {2009}
}

@inproceedings{AlexNet,
    author = {Alex Krizhevsky and Sutskever, Ilya and Hinton, Geoffrey E},
    title = {{ImageNet} Classification with Deep Convolutional Neural Networks},
    booktitle = {NeurIPS},
    year = {2012}
}

@inproceedings{VGG,
    author = {Simonyan, Karen and Zisserman, Andrew},
    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 = {Huang, Gao and Liu, Zhuang and Van Der Maaten, Laurens and Weinberger, Kilian Q},
    title = {Densely Connected Convolutional Networks},
    booktitle = {CVPR},
    year = {2017}
}

@inproceedings{EfficientNet,
    author = {Mingxing Tan and Quoc V.Le},
    title = {{EfficientNet}: Rethinking Model Scaling for Convolutional Neural Networks},
    booktitle = {ICML},
    year = {2019}
}