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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

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

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Title
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Deep learning the high variability and randomness inside multimode fibres Pengfei Fan Tianrui Zhao Lei Su 36 76 0 18 Jul 2018
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Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration Soham De Anirbit Mukherjee Enayat Ullah 79 102 0 18 Jul 2018
Query-Conditioned Three-Player Adversarial Network for Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Min Tan Eric Xing 59 32 0 17 Jul 2018
Expressive power of outer product manifolds on feed-forward neural networks Balint Daroczy Rita Aleksziev András A. Benczúr 29 0 0 17 Jul 2018
Deep Exemplar-based Colorization Mingming He Dongdong Chen Jing Liao Pedro Sander Lu Yuan 125 309 0 17 Jul 2018
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Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 87 62 0 15 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 222 4,040 0 15 Jul 2018
Non-local RoIs for Instance Segmentation Shou-Yao Roy Tseng Hwann-Tzong Chen Shao-Heng Tai Tyng-Luh Liu SSeg ISeg 28 0 0 14 Jul 2018
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Parametric generation of conditional geological realizations using generative neural networks Shing Chan A. Elsheikh OOD GAN AI4CE 145 101 0 13 Jul 2018
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units Zhangyu Xiao Zhijian Ou Wei Chu Hui-Ching Lin 88 38 0 13 Jul 2018
Disjoint Mapping Network for Cross-modal Matching of Voices and Faces Yandong Wen Mahmoud Al Ismail Weiyang Liu Bhiksha Raj Rita Singh FedML 59 71 0 12 Jul 2018
CTAP: Complementary Temporal Action Proposal Generation J. Gao Kan Chen Ram Nevatia ViT 68 178 0 12 Jul 2018
Hydranet: Data Augmentation for Regression Neural Networks Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 66 9 0 12 Jul 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 99 156 0 12 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 150 919 0 12 Jul 2018
Deep Learning for Imbalance Data Classification using Class Expert Generative Adversarial Network Fanny T. W. Cenggoro GAN 36 49 0 12 Jul 2018
Video Saliency Detection by 3D Convolutional Neural Networks Guanqun Ding Yuming Fang 3DPC 26 10 0 12 Jul 2018
Training Neural Networks Using Features Replay Zhouyuan Huo Bin Gu Heng-Chiao Huang 107 70 0 12 Jul 2018
A deep learning architecture to detect events in EEG signals during sleep Stanislas Chambon Valentin Thorey P. Arnal Emmanuel Mignot Alexandre Gramfort 144 41 0 11 Jul 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 148 59 0 11 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 568 10,402 0 10 Jul 2018
An Attention Model for group-level emotion recognition Aarush Gupta Dakshit Agrawal Hardik Chauhan Jose Dolz M. Pedersoli CVBM 55 43 0 09 Jul 2018
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NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 107 21 0 09 Jul 2018
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Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 377 3,155 0 09 Jul 2018
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Data-driven Upsampling of Point Clouds Wentai Zhang Haoliang Jiang Zhangsihao Yang Soji Yamakawa K. Shimada Levent Burak Kara 3DPC 77 30 0 08 Jul 2018
Video Prediction with Appearance and Motion Conditions Y. Jang Gunhee Kim Yale Song VGen 80 44 0 07 Jul 2018
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3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data Maurice Weiler Mario Geiger Max Welling Wouter Boomsma Taco S. Cohen 3DPC 159 508 0 06 Jul 2018