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Batch Normalization: Accelerating Deep Network Training by Reducing
  Internal Covariate Shift
v1v2v3 (latest)

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

11 February 2015
Sergey Ioffe
Christian Szegedy
    OOD
ArXiv (abs)PDFHTML

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

50 / 11,179 papers shown
Title
Automated Detecting and Placing Road Objects from Street-level Images
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
Spectral Regularization for Combating Mode Collapse in GANs
Kanglin Liu
Wenming Tang
Fei Zhou
Guoping Qiu
GANDRL
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
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
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
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
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
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
Large Scale Landmark Recognition via Deep Metric Learning
Andrei Boiarov
Eduard Tyantov
160
28
0
27 Aug 2019
Key Protected Classification for Collaborative Learning
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
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 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
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
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
PixelVAE++: Improved PixelVAE with Discrete Prior
Hossein Sadeghi
Evgeny Andriyash
W. Vinci
L. Buffoni
Mohammad H. Amin
BDLDRL
53
33
0
26 Aug 2019
Fashion Image Retrieval with Capsule Networks
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
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
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?
Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?
Martin Mundt
Iuliia Pliushch
Sagnik Majumder
Visvanathan Ramesh
UQCVEDL
65
42
0
26 Aug 2019
Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and
  Generalist Convolution Kernels
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
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
Deep Closed-Form Subspace Clustering
Junghoon Seo
Jamyoung Koo
Taegyun Jeon
56
11
0
26 Aug 2019
What are Neural Networks made of?
What are Neural Networks made of?
Rene Schaub
ODL
26
0
0
25 Aug 2019
Normalizing Flows: An Introduction and Review of Current Methods
Normalizing Flows: An Introduction and Review of Current Methods
I. Kobyzev
S. Prince
Marcus A. Brubaker
TPMMedIm
100
58
0
25 Aug 2019
Don't ignore Dropout in Fully Convolutional Networks
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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