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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
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 92 190 0 31 Mar 2020
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3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior Xiaokang Chen Kwan-Yee Lin Chao Qian Gang Zeng Hongsheng Li 3DV 83 133 0 31 Mar 2020
Regularizing Class-wise Predictions via Self-knowledge Distillation Sukmin Yun Jongjin Park Kimin Lee Jinwoo Shin 92 281 0 31 Mar 2020
Proxy Anchor Loss for Deep Metric Learning Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak 85 360 0 31 Mar 2020
Adversarial Attacks on Multivariate Time Series Samuel Harford Fazle Karim H. Darabi AI4TS AAML 55 22 0 31 Mar 2020
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction Zitao Chen Guanpeng Li Karthik Pattabiraman AAML AI4CE 87 17 0 30 Mar 2020
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Dataless Model Selection with the Deep Frame Potential Calvin Murdock Simon Lucey 90 6 0 30 Mar 2020
ActGAN: Flexible and Efficient One-shot Face Reenactment Ivan Kosarevych Marian Petruk Markian Kostiv Orest Kupyn M. Maksymenko Volodymyr Budzan CVBM PICV GAN 67 2 0 30 Mar 2020
Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation Necati Cihan Camgöz Oscar Koller Simon Hadfield Richard Bowden SLR 122 516 0 30 Mar 2020
Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks Marko Vasic Cameron T. Chalk S. Khurshid D. Soloveichik NAI MQ 48 17 0 30 Mar 2020
Designing Network Design Spaces Ilija Radosavovic Raj Prateek Kosaraju Ross B. Girshick Kaiming He Piotr Dollár GNN 192 1,707 0 30 Mar 2020
Revisiting Over-smoothing in Deep GCNs Chaoqi Yang Ruijie Wang Shuochao Yao Shengzhong Liu Tarek Abdelzaher 93 98 0 30 Mar 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 131 365 0 30 Mar 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets D. Haase Manuel Amthor 82 136 0 30 Mar 2020
SiTGRU: Single-Tunnelled Gated Recurrent Unit for Abnormality Detection Habtamu Fanta Zhiwen Shao Lizhuang Ma 36 39 0 30 Mar 2020
Context Based Emotion Recognition using EMOTIC Dataset Ronak Kosti J. Álvarez Adrià Recasens Àgata Lapedriza 70 184 0 30 Mar 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 130 645 0 30 Mar 2020
Learning to Learn Single Domain Generalization Fengchun Qiao Long Zhao Xi Peng OOD 134 445 0 30 Mar 2020
Temporal Network Representation Learning via Historical Neighborhoods Aggregation Shixun Huang Z. Bao Guoliang Li Yanghao Zhou J. Culpepper AI4TS 96 18 0 30 Mar 2020
High-Order Residual Network for Light Field Super-Resolution Nan Meng Xiaofei Wu Jianzhuang Liu E. Lam 66 38 0 29 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 73 133 0 29 Mar 2020
Differentially Private Federated Learning for Resource-Constrained Internet of Things Rui Hu Yuanxiong Guo E. Ratazzi Yanmin Gong FedML 62 18 0 28 Mar 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 274 95 0 28 Mar 2020
Source Printer Identification from Document Images Acquired using Smartphone Sharad Joshi Suraj Saxena Nitin Khanna 38 6 0 27 Mar 2020
An Investigation into the Stochasticity of Batch Whitening Lei Huang Lei Zhao Yi Zhou Fan Zhu Li Liu Ling Shao 115 19 0 27 Mar 2020
CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data Youngjae Yu Seunghwan Lee Yuncheol Choi Gunhee Kim CoGe 70 37 0 27 Mar 2020
Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 82 36 0 27 Mar 2020
Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 66 55 0 26 Mar 2020
Towards Better Opioid Antagonists Using Deep Reinforcement Learning Jianyuan Deng Zhibo Yang Yao Li Dimitris Samaras Fusheng Wang 56 7 0 26 Mar 2020
Compact Deep Aggregation for Set Retrieval Yujie Zhong Relja Arandjelović Andrew Zisserman CVBM 3DH 69 14 0 26 Mar 2020
Pipelined Backpropagation at Scale: Training Large Models without Batches Atli Kosson Vitaliy Chiley Abhinav Venigalla Joel Hestness Urs Koster 112 33 0 25 Mar 2020
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Wei Sun Tianfu Wu 108 84 0 25 Mar 2020
Improved Techniques for Training Single-Image GANs Tobias Hinz Matthew Fisher Oliver Wang S. Wermter GAN VLM 75 146 0 25 Mar 2020
What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective Qilong Wang Li Zhang Banggu Wu Dongwei Ren P. Li W. Zuo Q. Hu 83 21 0 25 Mar 2020
Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Shuhei Yokoo Kohei Ozaki E. Simo-Serra S. Iizuka 119 31 0 25 Mar 2020
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models Jiahui Yu Pengchong Jin Hanxiao Liu Gabriel Bender Pieter-Jan Kindermans Mingxing Tan Thomas Huang Xiaodan Song Ruoming Pang Quoc V. Le 118 304 0 24 Mar 2020
Joint Deep Cross-Domain Transfer Learning for Emotion Recognition Dung Nguyen Sridha Sridharan D. Nguyen Akila Pemasiri Son N. Tran Rui Zeng Clinton Fookes 41 13 0 24 Mar 2020
PADS: Policy-Adapted Sampling for Visual Similarity Learning Karsten Roth Timo Milbich Bjorn Ommer 132 49 0 24 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 96 317 0 24 Mar 2020
Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives Duo Li Qifeng Chen 262 19 0 24 Mar 2020
Real-time 3D object proposal generation and classification under limited processing resources Xuesong Li J. Guivant Subhan Khan 3DPC 22 8 0 24 Mar 2020
Robust and On-the-fly Dataset Denoising for Image Classification Jiaming Song Lunjia Hu Michael Auli Yann N. Dauphin Tengyu Ma NoLa OOD 90 13 0 24 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 177 59 0 23 Mar 2020
Inherent Adversarial Robustness of Deep Spiking Neural Networks: Effects of Discrete Input Encoding and Non-Linear Activations Saima Sharmin Nitin Rathi Priyadarshini Panda Kaushik Roy AAML 159 92 0 23 Mar 2020
Neural Contours: Learning to Draw Lines from 3D Shapes Difan Liu Mohamed Nabail Aaron Hertzmann E. Kalogerakis 3DPC 3DV 117 40 0 23 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 146 72 0 23 Mar 2020