v1v2v3 (latest)

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

11 February 2015

Sergey Ioffe

Christian Szegedy

OOD

ArXiv (abs)PDF HTML

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

50 / 11,269 papers shown

Title
Backtracking gradient descent method for general $C^1$ functions, with applications to Deep Learning T. Truong T. H. Nguyen 83 10 0 15 Aug 2018
Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos Zhaoyang Zhang Zhanghui Kuang Ping Luo Xue Jiang Wayne Zhang 38 12 0 15 Aug 2018
Pairwise Relational Networks for Face Recognition Bong-Nam Kang Y. Kim Daijin Kim CVBM 98 36 0 15 Aug 2018
Collapse of Deep and Narrow Neural Nets Lu Lu Yanhui Su George Karniadakis ODL 98 156 0 15 Aug 2018
Neural Material: Learning Elastic Constitutive Material and Damping Models from Sparse Data Bin Wang P. Kry Y. Deng Uri M. Ascher Hui Huang Baoquan Chen AI4CE 50 10 0 15 Aug 2018
Cross-view image synthesis using geometry-guided conditional GANs Krishna Regmi Ali Borji GAN 86 55 0 14 Aug 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 61 36 0 14 Aug 2018
Large-Scale Study of Curiosity-Driven Learning Yuri Burda Harrison Edwards Deepak Pathak Amos Storkey Trevor Darrell Alexei A. Efros LRM 95 707 0 13 Aug 2018
Improving Shape Deformation in Unsupervised Image-to-Image Translation Aaron Gokaslan Vivek Ramanujan Daniel E. Ritchie K. Kim James Tompkin 118 76 0 13 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 418 575 0 13 Aug 2018
A Survey on Methods and Theories of Quantized Neural Networks Yunhui Guo MQ 125 236 0 13 Aug 2018
DenseRAN for Offline Handwritten Chinese Character Recognition Wenchao Wang Jianshu Zhang Jun Du Zirui Wang Yixing Zhu 125 65 0 13 Aug 2018
Language Guided Fashion Image Manipulation with Feature-wise Transformations M. Günel Erkut Erdem Aykut Erdem 83 24 0 12 Aug 2018
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 337 38 0 12 Aug 2018
Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation M. Kelp C. Tessum J. Marshall 21 29 0 11 Aug 2018
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction Maha Elbayad Laurent Besacier Jakob Verbeek HAI 94 82 0 11 Aug 2018
Neural Network Encapsulation Hongyang Li Xiaoyang Guo Bo Dai Wanli Ouyang Xiaogang Wang 69 51 0 11 Aug 2018
Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks Nikola B. Kovachki Andrew M. Stuart BDL 111 139 0 10 Aug 2018
Facial Action Unit Detection Using Attention and Relation Learning Zhiwen Shao Zhilei Liu Jianfei Cai Yunsheng Wu Lizhuang Ma ViT 69 118 0 10 Aug 2018
DeepWrinkles: Accurate and Realistic Clothing Modeling Zorah Lähner Zorah Lähner Tony Tung 3DH DiffM 90 213 0 10 Aug 2018
Deep Learning for Single Image Super-Resolution: A Brief Review Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue 69 909 0 09 Aug 2018
Character-Level Language Modeling with Deeper Self-Attention Rami Al-Rfou Dokook Choe Noah Constant Mandy Guo Llion Jones 168 393 0 09 Aug 2018
A Joint Sequence Fusion Model for Video Question Answering and Retrieval Youngjae Yu Jongseok Kim Gunhee Kim 113 347 0 07 Aug 2018
Data augmentation using synthetic data for time series classification with deep residual networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 80 146 0 07 Aug 2018
DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome B. Azarkhalili A. Saberi H. Chitsaz A. Sharifi-Zarchi AI4CE 26 0 0 07 Aug 2018
Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang Xi Peng Shijie Geng Lingfei Wu Shaoting Zhang Dimitris N. Metaxas 3DV 88 142 0 07 Aug 2018
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models D. Su Huan Zhang Hongge Chen Jinfeng Yi Pin-Yu Chen Yupeng Gao VLM 145 393 0 05 Aug 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 112 16 0 05 Aug 2018
Deep Multi-Center Learning for Face Alignment Zhiwen Shao Hengliang Zhu Xin Tan Yangyang Hao Lizhuang Ma 3DPC CVBM 50 14 0 05 Aug 2018
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks Rongtian Ye Fangyu Liu Liqiang Zhang MDE 48 46 0 05 Aug 2018
Triplet Network with Attention for Speaker Diarization Huan Song Megan M. Willi Jayaraman J. Thiagarajan Visar Berisha A. Spanias 71 17 0 04 Aug 2018
Learning disentangled representation from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia P. Gyawali B. Horácek J. Sapp Linwei Wang 74 3 0 04 Aug 2018
Learning Multi-scale Features for Foreground Segmentation Long Ang Lim H. Keles SSeg 62 180 0 04 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 70 95 0 04 Aug 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 84 3,638 0 03 Aug 2018
Generalization Error in Deep Learning Daniel Jakubovitz Raja Giryes M. Rodrigues AI4CE 244 111 0 03 Aug 2018
Efficient Purely Convolutional Text Encoding Szymon Malik A. Lancucki J. Chorowski 3DV 43 1 0 03 Aug 2018
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification Yang Du Chunfen Yuan Bing Li Lili Zhao Yangxi Li Weiming Hu 191 79 0 03 Aug 2018
Improved Deep Spectral Convolution Network For Hyperspectral Unmixing With Multinomial Mixture Kernel and Endmember Uncertainty Savas Ozkan G. Akar UQCV 120 14 0 03 Aug 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 98 345 0 03 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 210 2,216 0 02 Aug 2018
Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition Che-Wei Huang Shrikanth S. Narayanan 53 2 0 02 Aug 2018
Weakly Supervised Localisation for Fetal Ultrasound Images N. Toussaint Bishesh Khanal Matthew Sinclair A. Gómez E. Skelton Jacqueline Matthew Julia A. Schnabel 47 16 0 02 Aug 2018
DCASE 2018 Challenge Surrey Cross-Task convolutional neural network baseline Qiuqiang Kong Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley SSL 76 31 0 02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 64 27 0 02 Aug 2018
Classification of Building Information Model (BIM) Structures with Deep Learning Francesco Lomio Ricardo J. P. C. Farinha M. Laasonen H. Huttunen AI4CE 11 19 0 01 Aug 2018
Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate Sheng Chen Jiaxin Guo Yang Liu Xiang Gao Zhen Han CVBM 23 1 0 01 Aug 2018
Deep Appearance Models for Face Rendering Stephen Lombardi Jason M. Saragih Tomas Simon Yaser Sheikh CVBM 3DH 96 282 0 01 Aug 2018
Learning Visual Question Answering by Bootstrapping Hard Attention Mateusz Malinowski Carl Doersch Adam Santoro Peter W. Battaglia OOD 94 96 0 01 Aug 2018
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm Zechun Liu Baoyuan Wu Wenhan Luo Xin Yang Wen Liu K. Cheng MQ 142 559 0 01 Aug 2018