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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
Automated Detecting and Placing Road Objects from Street-level Images Chaoquan Zhang H. Fan Wanzhi Li Bo Mao Xuan Ding 36 8 0 29 Aug 2019
Spectral Regularization for Combating Mode Collapse in GANs Kanglin Liu Wenming Tang Fei Zhou Guoping Qiu GAN DRL 83 83 0 29 Aug 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network Jivitesh Sharma Ole-Christoffer Granmo M. G. Olsen 124 16 0 28 Aug 2019
Image Captioning with Sparse Recurrent Neural Network J. Tan Chee Seng Chan Joon Huang Chuah VLM 47 6 0 28 Aug 2019
Ensemble-Based Deep Reinforcement Learning for Chatbots Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Yongjin Cho Sungja Choi Satish Reddy Indurthi Seunghak Yu Hyungtak Choi Inchul Hwang J. Kim OffRL 70 69 0 27 Aug 2019
Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Sungja Choi Inchul Hwang J. Kim OffRL 58 7 0 27 Aug 2019
Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation Santi Puch Irina Sánchez Aura Hernández Gemma Piella V. Prčkovska 3DV 63 13 0 27 Aug 2019
DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Sen Deng Mingqiang Wei Jun Wang Luming Liang Haoran Xie Meng Wang 75 48 0 27 Aug 2019
Large Scale Landmark Recognition via Deep Metric Learning Andrei Boiarov Eduard Tyantov 160 28 0 27 Aug 2019
Key Protected Classification for Collaborative Learning Mert Bulent Sariyildiz R. G. Cinbis Erman Ayday 49 10 0 27 Aug 2019
Cooperative Cross-Stream Network for Discriminative Action Representation Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 62 5 0 27 Aug 2019
A hybrid parametric-deep learning approach for sound event localization and detection A. Pérez-López Eduardo Fonseca Xavier Serra 132 6 0 27 Aug 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa 116 54 0 27 Aug 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 55 60 0 27 Aug 2019
PixelVAE++: Improved PixelVAE with Discrete Prior Hossein Sadeghi Evgeny Andriyash W. Vinci L. Buffoni Mohammad H. Amin BDL DRL 53 33 0 26 Aug 2019
Fashion Image Retrieval with Capsule Networks Furkan Kinli B. Özcan Mustafa Furkan Kıraç 3DPC 47 30 0 26 Aug 2019
End-to-End Conditional GAN-based Architectures for Image Colourisation Marc Górriz M. Mrak Alan F. Smeaton Noel E. O'Connor GAN 50 27 0 26 Aug 2019
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen Lala Li Yizhou Sun MQ 55 68 0 26 Aug 2019
Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? Martin Mundt Iuliia Pliushch Sagnik Majumder Visvanathan Ramesh UQCV EDL 65 42 0 26 Aug 2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels Felix J. S. Bragman Ryutaro Tanno Sebastien Ourselin Daniel C. Alexander M. Jorge Cardoso 73 87 0 26 Aug 2019
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 213 498 0 26 Aug 2019
Deep Closed-Form Subspace Clustering Junghoon Seo Jamyoung Koo Taegyun Jeon 56 11 0 26 Aug 2019
What are Neural Networks made of? Rene Schaub ODL 26 0 0 25 Aug 2019
Normalizing Flows: An Introduction and Review of Current Methods I. Kobyzev S. Prince Marcus A. Brubaker TPM MedIm 100 58 0 25 Aug 2019
Don't ignore Dropout in Fully Convolutional Networks T. Spilsbury Paavo Camps SSeg 34 2 0 24 Aug 2019
SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification Y. Huang Qiang Wu Jingsong Xu Yi Zhong GAN 136 86 0 24 Aug 2019
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis Okyaz Eminaga M. Abbas C. Kunder A. Loening Jeanne Shen J. Brooks C. Langlotz D. Rubin 25 3 0 24 Aug 2019
DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors Xin Yang Haiyang Mei Jiqing Zhang Ke Xu Baocai Yin Qiang Zhang Xiaopeng Wei SupR 69 97 0 23 Aug 2019
Mish: A Self Regularized Non-Monotonic Activation Function Diganta Misra 147 681 0 23 Aug 2019
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition Evangelos Kazakos Arsha Nagrani Andrew Zisserman Dima Damen EgoV 75 340 0 22 Aug 2019
Image Colorization By Capsule Networks Gökhan Özbulak MedIm 73 29 0 22 Aug 2019
Convolutional Recurrent Reconstructive Network for Spatiotemporal Anomaly Detection in Solder Paste Inspection Yong-Ho Yoo Ue-Hwan Kim Jong-hwan Kim UQCV 46 23 0 22 Aug 2019
U-Net Training with Instance-Layer Normalization Xiao-Yun Zhou Peichao Li Zhao-Yang Wang Guang-Zhong Yang 50 9 0 21 Aug 2019
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning Mizuho Nishio Koji Fujimoto K. Togashi 36 11 0 21 Aug 2019
Detecting Gas Vapor Leaks Using Uncalibrated Sensors Diaa Badawi Tuba Ayhan S. Ozev Chengmo Yang A. Orailoglu A. Enis Çetin 23 8 0 20 Aug 2019
Image Synthesis From Reconfigurable Layout and Style Wei Sun Tianfu Wu 124 143 0 20 Aug 2019
Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation Kiru Park T. Patten Markus Vincze 3DPC 130 461 0 20 Aug 2019
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention Cristian Rodriguez-Opazo Edison Marrese-Taylor F. Saleh Hongdong Li Stephen Gould 94 147 0 20 Aug 2019
Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling He Wang Edmond S. L. Ho Hubert P. H. Shum Zhanxing Zhu 80 81 0 20 Aug 2019
Make a Face: Towards Arbitrary High Fidelity Face Manipulation Shengju Qian Kwan-Yee Lin Wayne Wu Yangxiaokang Liu Quan Wang Fumin Shen Chao Qian Ran He CVBM 71 71 0 20 Aug 2019
Graph-Based Object Classification for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos GNN 71 167 0 19 Aug 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 96 204 0 19 Aug 2019
Towards Better Generalization: BP-SVRG in Training Deep Neural Networks Hao Jin Dachao Lin Zhihua Zhang ODL 42 2 0 18 Aug 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 87 56 0 18 Aug 2019
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification Xiaoyu Zhang Jingqing Zhang Kai Sun Xian Yang Chengliang Dai Yike Guo DRL 68 67 0 17 Aug 2019
Attentional Feature-Pair Relation Networks for Accurate Face Recognition Bong-Nam Kang Yonghyun Kim Bongjin Jun Daijin Kim CVBM 100 37 0 17 Aug 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 86 23 0 16 Aug 2019
Regularizing CNN Transfer Learning with Randomised Regression Yang Zhong A. Maki 119 13 0 16 Aug 2019
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Wenhai Wang Enze Xie Xiaoge Song Yuhang Zang Wenjia Wang Tong Lu Gang Yu Chunhua Shen 82 420 0 16 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 100 37 0 16 Aug 2019