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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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ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 205 1,488 0 19 Apr 2020
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks Zhiyu Zhu Zhen-Peng Bian Xianqiang Lyu Yi Wang Lap-Pui Chau 22 2 0 19 Apr 2020
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Subhankar Roy Aliaksandr Siarohin E. Sangineto N. Sebe Elisa Ricci GAN 106 15 0 19 Apr 2020
A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise Stanislaw Ka'zmierczak Jacek Mańdziuk 16 1 0 19 Apr 2020
Identifying Semantically Duplicate Questions Using Data Science Approach: A Quora Case Study Navedanjum Ansari Rajesh Sharma 24 9 0 18 Apr 2020
DAPnet: A Double Self-attention Convolutional Network for Point Cloud Semantic Labeling Li Chen Zewei Xu Qing Zhu Haozhe Huang Shaowen Wang Haifeng Li 3DPC 43 12 0 18 Apr 2020
BReG-NeXt: Facial Affect Computing Using Adaptive Residual Networks With Bounded Gradient Behzad Hasani P. Negi Mohammad H. Mahoor CVBM 57 38 0 18 Apr 2020
LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification Rui Li Chenxi Duan 23 8 0 17 Apr 2020
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network Motoshi Abe J. Miyao Takio Kurita 21 2 0 17 Apr 2020
Transform and Tell: Entity-Aware News Image Captioning Alasdair Tran A. Mathews Lexing Xie VLM 60 97 0 17 Apr 2020
Speech Paralinguistic Approach for Detecting Dementia Using Gated Convolutional Neural Network M. R. Makiuchi Tifani Warnita Nakamasa Inoue Koichi Shinoda M. Yoshimura Momoko Kitazawa K. Funaki Yoko Eguchi T. Kishimoto 65 11 0 16 Apr 2020
Light-Weighted CNN for Text Classification R. Yadav 36 7 0 16 Apr 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 82 32 0 16 Apr 2020
Knowledge Distillation for Action Anticipation via Label Smoothing Guglielmo Camporese Pasquale Coscia Antonino Furnari G. Farinella Lamberto Ballan EgoV 75 36 0 16 Apr 2020
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos Florin Condrea Victor-Andrei Ivan Marius Leordeanu 81 8 0 16 Apr 2020
Visualizing key features in X-ray images of epoxy resins for improved material classification using singular value decomposition of deep learning features E. Avalos K. Akagi Y. Nishiura 16 1 0 16 Apr 2020
Continual Learning with Extended Kronecker-factored Approximate Curvature Janghyeon Lee H. Hong Donggyu Joo Junmo Kim CLL 122 56 0 16 Apr 2020
Asynchronous Interaction Aggregation for Action Detection Jiajun Tang Jinchao Xia Xinzhi Mu Bo Pang Cewu Lu 97 121 0 16 Apr 2020
Representation Learning of Histopathology Images using Graph Neural Networks Mohammed Adnan Shivam Kalra Hamid R. Tizhoosh OOD 49 100 0 16 Apr 2020
Learning visual policies for building 3D shape categories Alexander Pashevich Igor Kalevatykh Ivan Laptev Cordelia Schmid 58 3 0 15 Apr 2020
Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank E. Ferdian Avan Suinesiaputra K. Fung N. Aung E. Lukaschuk ... J. Paiva Stefan K. Piechnik S. Neubauer S. Petersen Alistair Young 54 36 0 15 Apr 2020
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response Ferda Ofli Firoj Alam Muhammad Imran 55 100 0 14 Apr 2020
Towards data-driven stroke rehabilitation via wearable sensors and deep learning Aakash Kaku A. Parnandi Anita Venkatesan Natasha Pandit Heidi M. Schambra C. Fernandez‐Granda 38 24 0 14 Apr 2020
A Fortran-Keras Deep Learning Bridge for Scientific Computing J. Ott M. Pritchard Natalie Best Erik J. Linstead M. Curcic Pierre Baldi AI4CE 57 98 0 14 Apr 2020
Stochastic batch size for adaptive regularization in deep network optimization Kensuke Nakamura Stefano Soatto Byung-Woo Hong ODL 51 6 0 14 Apr 2020
Embedded Large-Scale Handwritten Chinese Character Recognition Youssouf Chherawala Hans J. G. A. Dolfing Ryan S. Dixon J. Bellegarda 14 5 0 13 Apr 2020
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? Lukasz Augustyniak Piotr Szymañski Mikolaj Morzy Piotr Żelasko Adrian Szymczak Jan Mizgajski Yishay Carmiel Najim Dehak KELM 46 7 0 13 Apr 2020
On the Neural Tangent Kernel of Deep Networks with Orthogonal Initialization Wei Huang Weitao Du R. Xu 74 38 0 13 Apr 2020
Monocular Depth Estimation with Self-supervised Instance Adaptation Robert McCraith Lukás Neumann Andrew Zisserman Andrea Vedaldi SSL MDE 64 20 0 13 Apr 2020
Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers Jiancheng Yang Haoran Deng Xiaoyang Huang Bingbing Ni Yi Tian Xu ViT 37 29 0 12 Apr 2020
Decoupling Global and Local Representations via Invertible Generative Flows Xuezhe Ma X. Kong Shanghang Zhang Eduard H. Hovy DRL 89 3 0 12 Apr 2020
Scaling Bayesian inference of mixed multinomial logit models to very large datasets Filipe Rodrigues BDL 107 3 0 11 Apr 2020
From Quantized DNNs to Quantizable DNNs Kunyuan Du Ya Zhang Haibing Guan MQ 58 3 0 11 Apr 2020
Sequence Model Design for Code Completion in the Modern IDE Gareth Ari Aye Gail E. Kaiser 60 30 0 10 Apr 2020
Simulation-based Lidar Super-resolution for Ground Vehicles Tixiao Shan Jinkun Wang Fanfei Chen Paul Szenher Brendan Englot 3DPC 41 59 0 10 Apr 2020
End-to-end Learning Improves Static Object Geo-localization in Monocular Video Mohamed Chaabane L. Gueguen A. Trabelsi J. Beveridge Stephen O'Hara 81 5 0 10 Apr 2020
Energy Predictive Models for Convolutional Neural Networks on Mobile Platforms Crefeda Faviola Rodrigues Graham D. Riley M. Luján HAI 26 2 0 10 Apr 2020
ASL Recognition with Metric-Learning based Lightweight Network Evgeny Izutov SLR 56 6 0 10 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen Ruiyuan Gao Fenggang Liu Dongbin Zhao KELM 74 29 0 10 Apr 2020
Improved Residual Networks for Image and Video Recognition Ionut Cosmin Duta Li Liu Fan Zhu Ling Shao SSeg AI4TS 66 173 0 10 Apr 2020
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View Yizhou Zhou Xiaoyan Sun Chong Luo Zhengjun Zha Wenjun Zeng 3DPC 70 20 0 10 Apr 2020
Multiresolution Convolutional Autoencoders Yuying Liu Colin Ponce Steven L. Brunton J. Nathan Kutz SyDa 52 31 0 10 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 65 147 0 10 Apr 2020
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier Zhanhong Zhou Xiaolong Zhai C. Tin 60 31 0 10 Apr 2020
Training few-shot classification via the perspective of minibatch and pretraining Meiyu Huang Xueshuang Xiang Yao Xu VLM 17 2 0 10 Apr 2020
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks B. Demiray M. Sit Ibrahim Demir 65 87 0 09 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 189 1,030 0 09 Apr 2020
Prune2Edge: A Multi-Phase Pruning Pipelines to Deep Ensemble Learning in IIoT Besher Alhalabi M. Gaber S. Basurra 20 1 0 09 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 65 172 0 09 Apr 2020
Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization You Li Xin Hu Y. Zhuang Zhouzheng Gao Peng Zhang N. El-Sheimy OffRL 71 82 0 09 Apr 2020