Batch Normalization: Accelerating Deep Network Training by Reducing
Internal Covariate Shift

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Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

11 February 2015

Sergey Ioffe

Christian Szegedy

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Papers citing "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"

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Title
Object Detection Networks on Convolutional Feature Maps Shaoqing Ren Kaiming He Ross B. Girshick Xinming Zhang Jian Sun ObjD 116 409 0 23 Apr 2015
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu Yongxin Yang Dong Yi J. Kittler William Christmas Stan Z. Li Timothy M. Hospedales CVBM 3DV 84 318 0 09 Apr 2015
A Probabilistic Theory of Deep Learning Ankit B. Patel M. T. Nguyen Richard G. Baraniuk BDL OOD UQCV 96 89 0 02 Apr 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 565 18,688 0 06 Feb 2015
Deep Image: Scaling up Image Recognition Ren Wu Shengen Yan Yi Shan Qingqing Dang Gang Sun VLM 127 375 0 13 Jan 2015
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 339 2,953 0 15 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 308 6,050 0 17 Nov 2014
Evaluation of Output Embeddings for Fine-Grained Image Classification Zeynep Akata Scott E. Reed D. Walter Honglak Lee Bernt Schiele 146 1,023 0 30 Sep 2014
How to Center Binary Deep Boltzmann Machines Jan Melchior Asja Fischer Laurenz Wiskott OOD 82 3 0 06 Nov 2013