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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
Product Image Recognition with Guidance Learning and Noisy Supervision Qing Li Xiaojiang Peng Liangliang Cao Wenbin Du Hao Xing Yu Qiao NoLa 60 21 0 26 Jul 2019
Unsupervised Learning Framework of Interest Point Via Properties Optimization Pei Yan Yihua Tan Yuan Xiao Yuan Tai Caizhen Wen 42 2 0 26 Jul 2019
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MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged Siamese Networks Zhulin Zhang Dong Li Jinhua Wu Yunda Sun Li Zhang 62 11 0 26 Jul 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 179 327 0 26 Jul 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 62 18 0 25 Jul 2019
Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data Chang Min Hyun Kangcheol Kim Hyun Cheol Cho Jae Kyu Choi J. Seo MedIm 37 11 0 25 Jul 2019
Composition-Aware Image Aesthetics Assessment Dong Liu R. Puri Nagendra Kamath Subhabrata Bhattacharya CoGe 76 61 0 25 Jul 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 39 2 0 24 Jul 2019
Gait recognition via deep learning of the center-of-pressure trajectory P. Terrier CVBM 35 34 0 24 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation Chenglong Li W. Xia Yan Yan Bin Luo Jin Tang 85 124 0 24 Jul 2019
Mixed-Supervised Dual-Network for Medical Image Segmentation Duo Wang Ming Li N. Ben-Shlomo C. Corrales Yu Cheng Tao Zhang J. Jayender 62 28 0 24 Jul 2019
Exploring Semantic Segmentation on the DCT Representation Shao-Yuan Lo Hsueh-Ming Hang 81 22 0 23 Jul 2019
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce Abdul-Saboor Sheikh Romain Guigourès Evgenii Koriagin Yuen King Ho Reza Shirvany Roland Vollgraf Urs M. Bergmann 41 43 0 23 Jul 2019
Trainability of ReLU networks and Data-dependent Initialization Yeonjong Shin George Karniadakis 59 8 0 23 Jul 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Changrui Chen Junyu Dong Xin Sun Zihe Dong 80 59 0 23 Jul 2019
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients Zhenwei Dai Reinhard Heckel 52 24 0 22 Jul 2019
Switchable Normalization for Learning-to-Normalize Deep Representation Ping Luo Ruimao Zhang Jiamin Ren Zhanglin Peng Jingyu Li 129 74 0 22 Jul 2019
Deep Learning for Time Series Forecasting: The Electric Load Case Alberto Gasparin S. Lukovic Cesare Alippi AI4TS 80 231 0 22 Jul 2019
Learned Image Downscaling for Upscaling using Content Adaptive Resampler Wanjie Sun Zhenzhong Chen DiffM SupR 83 139 0 22 Jul 2019
Image Classification with Hierarchical Multigraph Networks Boris Knyazev Xiaoyu Lin Mohamed R. Amer Graham W. Taylor GNN BDL 79 35 0 21 Jul 2019
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network Martin Gleize Eyal Shnarch Leshem Choshen Lena Dankin Guy Moshkowich R. Aharonov Noam Slonim AAML 63 64 0 21 Jul 2019
Open DNN Box by Power Side-Channel Attack Yun Xiang Zhuangzhi Chen Zuohui Chen Zebin Fang Haiyang Hao Jinyin Chen Yi Liu Zhefu Wu Qi Xuan Xiaoniu Yang AAML 72 90 0 21 Jul 2019
Adaptive Weight Decay for Deep Neural Networks Kensuke Nakamura Byung-Woo Hong 63 43 0 21 Jul 2019
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders M. Ernst Jochen Triesch T. Burwick 47 11 0 20 Jul 2019
Surfing: Iterative optimization over incrementally trained deep networks Ganlin Song Z. Fan John D. Lafferty 73 20 0 19 Jul 2019
Post-synaptic potential regularization has potential Enzo Tartaglione Daniele Perlo Marco Grangetto BDL AAML 48 6 0 19 Jul 2019
Deep Graph-Convolutional Image Denoising D. Valsesia Giulia Fracastoro E. Magli GNN SSL 59 145 0 19 Jul 2019
Interaction-and-Aggregation Network for Person Re-identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen 3DPC 132 342 0 19 Jul 2019
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach Neslihan Köse Okan Kopuklu A. Unnervik Gerhard Rigoll 67 40 0 18 Jul 2019
Deep Multi-View Learning via Task-Optimal CCA Heather D. Couture Roland Kwitt J. S. Marron M. Troester C. Perou Marc Niethammer 55 6 0 17 Jul 2019
Deep Metric Learning with Alternating Projections onto Feasible Sets Ogul Can Y. Z. Gürbüz A. Aydin Alatan 51 5 0 17 Jul 2019
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition Hongje Seong Junhyuk Hyun Euntai Kim 63 52 0 17 Jul 2019
Multi-Adapter RGBT Tracking Chenglong Li Andong Lu A. Zheng Zhengzheng Tu Jin Tang 85 150 0 17 Jul 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 60 197 0 17 Jul 2019
Dynamic Malware Analysis with Feature Engineering and Feature Learning Zhaoqi Zhang Panpan Qi Wei Wang 75 121 0 17 Jul 2019
Towards Understanding Generalization in Gradient-Based Meta-Learning Simon Guiroy Vikas Verma C. Pal 73 21 0 16 Jul 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 50 47 0 16 Jul 2019
Modern CNNs for IoT Based Farms P. Gikunda 65 6 0 15 Jul 2019
Batch-Shaping for Learning Conditional Channel Gated Networks B. Bejnordi Tijmen Blankevoort Max Welling AI4CE 92 77 0 15 Jul 2019
Adversarial Video Generation on Complex Datasets Aidan Clark Jeff Donahue Karen Simonyan VGen GAN 111 77 0 15 Jul 2019
DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli SupR 72 125 0 15 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 74 41 0 15 Jul 2019
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures Shota Saito Shinichi Shirakawa 23 3 0 15 Jul 2019
Measuring the Transferability of Adversarial Examples D. Petrov Timothy M. Hospedales SILM AAML 32 23 0 14 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 379 0 13 Jul 2019
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps Björn W. Schuller 144 100 0 13 Jul 2019
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D Reconstruction Lei Zhang Weihai Chen Chao Hu Xingming Wu Zhengguo Li 3DPC 3DV MDE 31 0 0 13 Jul 2019
Bringing Giant Neural Networks Down to Earth with Unlabeled Data Yehui Tang Shan You Chang Xu Boxin Shi Chao Xu 85 11 0 13 Jul 2019
Deep Learning For Face Recognition: A Critical Analysis A. Shepley 3DH 61 24 0 12 Jul 2019