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@ShichengChen
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reference
@inproceedings{lin2017focal,
title={Focal loss for dense object detection},
author={Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Doll{\'a}r, Piotr},
booktitle={Proceedings of the IEEE international conference on computer vision},
pages={2980--2988},
year={2017}
}
@ShichengChen
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@Article{gu2016q,
title={Q-prop: Sample-efficient policy gradient with an off-policy critic},
author={Gu, Shixiang and Lillicrap, Timothy and Ghahramani, Zoubin and Turner, Richard E and Levine, Sergey},
journal={arXiv preprint arXiv:1611.02247},
year={2016}
}

@ShichengChen
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@inproceedings{he2016identity,
title={Identity mappings in deep residual networks},
author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
booktitle={European conference on computer vision},
pages={630--645},
year={2016},
organization={Springer}
}

@ShichengChen
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@Article{hochreiter1997long,
title={Long short-term memory},
author={Hochreiter, Sepp and Schmidhuber, J{"u}rgen},
journal={Neural computation},
volume={9},
number={8},
pages={1735--1780},
year={1997},
publisher={MIT Press}
}

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@inproceedings{huang2016deep,
title={Deep networks with stochastic depth},
author={Huang, Gao and Sun, Yu and Liu, Zhuang and Sedra, Daniel and Weinberger, Kilian Q},
booktitle={European conference on computer vision},
pages={646--661},
year={2016},
organization={Springer}
}

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@Article{ioffe2015batch,
title={Batch normalization: Accelerating deep network training by reducing internal covariate shift},
author={Ioffe, Sergey and Szegedy, Christian},
journal={arXiv preprint arXiv:1502.03167},
year={2015}
}

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@inproceedings{nair2010rectified,
title={Rectified linear units improve restricted boltzmann machines},
author={Nair, Vinod and Hinton, Geoffrey E},
booktitle={Proceedings of the 27th international conference on machine learning (ICML-10)},
pages={807--814},
year={2010}
}

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ShichengChen commented Apr 1, 2019

@Article{santurkar2018does,
title={How does batch normalization help optimization?(no, it is not about internal covariate shift)},
author={Santurkar, Shibani and Tsipras, Dimitris and Ilyas, Andrew and Madry, Aleksander},
journal={arXiv preprint arXiv:1805.11604},
year={2018}
}

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