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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 / 11,209 papers shown
Title
Single Path One-Shot Neural Architecture Search with Uniform Sampling
Single Path One-Shot Neural Architecture Search with Uniform Sampling
Zichao Guo
Xiangyu Zhang
Haoyuan Mu
Wen Heng
Zechun Liu
Yichen Wei
Jian Sun
194
941
0
31 Mar 2019
Multi-vision Attention Networks for On-line Red Jujube Grading
Multi-vision Attention Networks for On-line Red Jujube Grading
Xiaoye Sun
Liyan Ma
Gongyang Li
18
9
0
31 Mar 2019
Clique pooling for graph classification
Clique pooling for graph classification
Enxhell Luzhnica
Ben Day
Pietro Lio
GNN
195
36
0
31 Mar 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for
  Disease Identification with Chest X-rays
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays
Chengsheng Mao
Liang Yao
Yuan Luo
MedImGNN
88
59
0
31 Mar 2019
Can WiFi Estimate Person Pose?
Can WiFi Estimate Person Pose?
Fei Wang
Stanislav Panev
Ziyi Dai
Jinsong Han
Dong Huang
83
51
0
30 Mar 2019
Exploiting SIFT Descriptor for Rotation Invariant Convolutional Neural
  Network
Exploiting SIFT Descriptor for Rotation Invariant Convolutional Neural Network
Abhay Kumar
Nishant Jain
Chirag Singh
Suraj Tripathi
25
5
0
30 Mar 2019
3D Organ Shape Reconstruction from Topogram Images
3D Organ Shape Reconstruction from Topogram Images
Elena Balashova
Jiangping Wang
V. Singh
Bogdan Georgescu
Brian Teixeira
Ankur Kapoor
MedIm
40
4
0
29 Mar 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection
Sanping Zhou
Jimuyang Zhang
Jinjun Wang
Fei Wang
Dong Huang
143
12
0
29 Mar 2019
Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7
  seconds
Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds
Masafumi Yamazaki
Akihiko Kasagi
Akihiro Tabuchi
Takumi Honda
Masahiro Miwa
Naoto Fukumoto
Tsuguchika Tabaru
Atsushi Ike
Kohta Nakashima
57
88
0
29 Mar 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels
Kai Zhang
W. Zuo
Lei Zhang
SupR
58
363
0
29 Mar 2019
From Variational to Deterministic Autoencoders
From Variational to Deterministic Autoencoders
Partha Ghosh
Mehdi S. M. Sajjadi
Antonio Vergari
Michael J. Black
Bernhard Schölkopf
DRL
104
272
0
29 Mar 2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth
  Input
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input
Zihao Bo
Hang Zhang
Jun-hai Yong
F. Xu
42
11
0
29 Mar 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings
Local Aggregation for Unsupervised Learning of Visual Embeddings
Chengxu Zhuang
Alex Zhai
Daniel L. K. Yamins
SSL
107
448
0
29 Mar 2019
ESFNet: Efficient Network for Building Extraction from High-Resolution
  Aerial Images
ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images
Jingbo Lin
Weipeng Jing
Houbing Song
Guangsheng Chen
71
47
0
29 Mar 2019
Benchmarking Neural Network Robustness to Common Corruptions and
  Perturbations
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
Dan Hendrycks
Thomas G. Dietterich
OODVLM
200
3,465
0
28 Mar 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat
  Examples Equally and Gradient Magnitude's Variance Matters
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters
Xinshao Wang
Yang Hua
Elyor Kodirov
David Clifton
N. Robertson
NoLa
145
63
0
28 Mar 2019
Deep Neural Network Embeddings with Gating Mechanisms for
  Text-Independent Speaker Verification
Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification
Lanhua You
Wu Guo
Lirong Dai
Jun Du
45
17
0
28 Mar 2019
AED-Net: An Abnormal Event Detection Network
AED-Net: An Abnormal Event Detection Network
Tian Wang
Zichen Miao
Yuxin Chen
Yi Zhou
Guangcun Shan
H. Snoussi
19
39
0
28 Mar 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection
Ke-Xin He
Yuhan Shen
Weiqiang Zhang
70
6
0
28 Mar 2019
Atrial Fibrillation Detection Using Deep Features and Convolutional
  Networks
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks
Sara Ross-Howe
H. R. Tizhoosh
18
10
0
28 Mar 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers
Jiahui Yu
Thomas Huang
79
56
0
27 Mar 2019
Adversarial Deep Learning in EEG Biometrics
Adversarial Deep Learning in EEG Biometrics
Ozan Özdenizci
Ye Wang
T. Koike-Akino
Deniz Erdogmus
61
77
0
27 Mar 2019
GAN-based Pose-aware Regulation for Video-based Person Re-identification
GAN-based Pose-aware Regulation for Video-based Person Re-identification
A. Borgia
Yang Hua
Elyor Kodirov
N. Robertson
47
11
0
27 Mar 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer
Dense Intrinsic Appearance Flow for Human Pose Transfer
Yining Li
Chen Huang
Chen Change Loy
3DH
91
183
0
27 Mar 2019
How Can We Be So Dense? The Benefits of Using Highly Sparse
  Representations
How Can We Be So Dense? The Benefits of Using Highly Sparse Representations
Subutai Ahmad
Luiz Scheinkman
91
97
0
27 Mar 2019
Auto-Embedding Generative Adversarial Networks for High Resolution Image
  Synthesis
Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis
Yong Guo
Qi Chen
Jian Chen
Qingyao Wu
Javen Qinfeng Shi
Mingkui Tan
GAN
82
66
0
27 Mar 2019
Musical Tempo and Key Estimation using Convolutional Neural Networks
  with Directional Filters
Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters
Hendrik Schreiber
Meinard Muller
25
29
0
26 Mar 2019
SRM : A Style-based Recalibration Module for Convolutional Neural
  Networks
SRM : A Style-based Recalibration Module for Convolutional Neural Networks
HyunJae Lee
Hyo-Eun Kim
Hyeonseob Nam
72
228
0
26 Mar 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by
  a Multi-Task Geometric and Semantic Scene Understanding Approach
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach
Amir Atapour-Abarghouei
T. Breckon
MDE
65
34
0
26 Mar 2019
Augmented Ultrasonic Data for Machine Learning
Augmented Ultrasonic Data for Machine Learning
I. Virkkunen
T. Koskinen
Oskari Jessen-Juhler
Jari Rinta-aho
46
100
0
26 Mar 2019
Combination of Multiple Global Descriptors for Image Retrieval
Combination of Multiple Global Descriptors for Image Retrieval
HeeJae Jun
ByungSoo Ko
Youngjoon Kim
Insik Kim
Jongtack Kim
108
61
0
26 Mar 2019
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks,
  Mixture of Experts, CART, and Stacking Ensemble Regression
On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression
Dongrui Wu
Chin-Teng Lin
Jian Huang
Zhigang Zeng
48
56
0
25 Mar 2019
Micro-Batch Training with Batch-Channel Normalization and Weight
  Standardization
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization
Siyuan Qiao
Huiyu Wang
Chenxi Liu
Wei Shen
Alan Yuille
MQ
132
144
0
25 Mar 2019
Deep Shape from Polarization
Deep Shape from Polarization
Yunhao Ba
Alex Ross Gilbert
Franklin Wang
Jinfa Yang
Rui Chen
Yiqin Wang
Lei Yan
Boxin Shi
A. Kadambi
88
14
0
25 Mar 2019
Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel
  Pruning
Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning
Chaohui Yu
Jindong Wang
Yiqiang Chen
Zijing Wu
61
23
0
25 Mar 2019
Residual Non-local Attention Networks for Image Restoration
Residual Non-local Attention Networks for Image Restoration
Yulun Zhang
Kunpeng Li
Kai Li
Bineng Zhong
Y. Fu
SupR
78
680
0
24 Mar 2019
Approximation and Non-parametric Estimation of ResNet-type Convolutional
  Neural Networks
Approximation and Non-parametric Estimation of ResNet-type Convolutional Neural Networks
Kenta Oono
Taiji Suzuki
131
58
0
24 Mar 2019
SRGAN: Training Dataset Matters
SRGAN: Training Dataset Matters
Nao Takano
G. Alaghband
GAN
19
16
0
24 Mar 2019
StartNet: Online Detection of Action Start in Untrimmed Videos
StartNet: Online Detection of Action Start in Untrimmed Videos
M. Gao
Mingze Xu
L. Davis
R. Socher
Caiming Xiong
67
52
0
23 Mar 2019
Fast Underwater Image Enhancement for Improved Visual Perception
Fast Underwater Image Enhancement for Improved Visual Perception
M. Islam
Youya Xia
Junaed Sattar
GAN
72
914
0
23 Mar 2019
Deep Fictitious Play for Stochastic Differential Games
Deep Fictitious Play for Stochastic Differential Games
Ruimeng Hu
105
29
0
22 Mar 2019
A Novel Independent RNN Approach to Classification of Seizures against
  Non-seizures
A Novel Independent RNN Approach to Classification of Seizures against Non-seizures
Xinghua Yao
Q. Cheng
Guoqiang Zhang
60
46
0
22 Mar 2019
Deep Radiomics for Brain Tumor Detection and Classification from
  Multi-Sequence MRI
Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI
Subhashis Banerjee
Sushmita Mitra
F. Masulli
S. Rovetta
MedIm
29
44
0
21 Mar 2019
Flying through a narrow gap using neural network: an end-to-end planning
  and control approach
Flying through a narrow gap using neural network: an end-to-end planning and control approach
Jiarong Lin
Luqi Wang
Fei Gao
Shaojie Shen
Fu Zhang
56
33
0
21 Mar 2019
Towards Characterizing Divergence in Deep Q-Learning
Towards Characterizing Divergence in Deep Q-Learning
Joshua Achiam
Ethan Knight
Pieter Abbeel
66
98
0
21 Mar 2019
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia
  Using a Multi-Domain Connectome Convolutional Neural Network
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network
Chun-Ren Phang
C. Ting
Fuad M. Noman
H. Ombao
53
121
0
21 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for
  Image Restoration
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
Xing Liu
Masanori Suganuma
Zhun Sun
Takayuki Okatani
77
206
0
21 Mar 2019
Evolving Deep Neural Networks by Multi-objective Particle Swarm
  Optimization for Image Classification
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification
Bin Wang
Yizhou Sun
Bing Xue
Mengjie Zhang
86
66
0
21 Mar 2019
Prostate Segmentation from Ultrasound Images using Residual Fully
  Convolutional Network
Prostate Segmentation from Ultrasound Images using Residual Fully Convolutional Network
M. S. Hossain
A. Paplinski
John M. Betts
MedIm
20
2
0
21 Mar 2019
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for
  Object Detection
DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection
Zhanchao Huang
Jianlin Wang
Xuesong Fu
Tao Yu
Yongqi Guo
Rutong Wang
ObjD
65
312
0
20 Mar 2019
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