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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 / 11,190 papers shown
Title
Product Image Recognition with Guidance Learning and Noisy Supervision
Product Image Recognition with Guidance Learning and Noisy Supervision
Qing Li
Xiaojiang Peng
Liangliang Cao
Wenbin Du
Hao Xing
Yu Qiao
NoLa
60
21
0
26 Jul 2019
Unsupervised Learning Framework of Interest Point Via Properties
  Optimization
Unsupervised Learning Framework of Interest Point Via Properties Optimization
Pei Yan
Yihua Tan
Yuan Xiao
Yuan Tai
Caizhen Wen
42
2
0
26 Jul 2019
BSUV-Net: A Fully-Convolutional Neural Network for Background
  Subtraction of Unseen Videos
BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos
M. Tezcan
Prakash Ishwar
Janusz Konrad
VOS
60
97
0
26 Jul 2019
MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged
  Siamese Networks
MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged Siamese Networks
Zhulin Zhang
Dong Li
Jinhua Wu
Yunda Sun
Li Zhang
62
11
0
26 Jul 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose
  Estimation from a Single RGB Image
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
Gyeongsik Moon
Ju Yong Chang
Kyoung Mu Lee
3DH
179
327
0
26 Jul 2019
Cross Attention Network for Semantic Segmentation
Cross Attention Network for Semantic Segmentation
Mengyu Liu
Hujun Yin
3DPCSSeg
62
18
0
25 Jul 2019
Framelet Pooling Aided Deep Learning Network : The Method to Process
  High Dimensional Medical Data
Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data
Chang Min Hyun
Kangcheol Kim
Hyun Cheol Cho
Jae Kyu Choi
J. Seo
MedIm
37
11
0
25 Jul 2019
Composition-Aware Image Aesthetics Assessment
Composition-Aware Image Aesthetics Assessment
Dong Liu
R. Puri
Nagendra Kamath
Subhabrata Bhattacharya
CoGe
76
61
0
25 Jul 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study
Jiechao Ma
Yingqian Chen
Yu-Chun Chen
Fengkai Wan
Sumin Xue
Ziping Li
S. Feng
MedIm
39
2
0
24 Jul 2019
Gait recognition via deep learning of the center-of-pressure trajectory
Gait recognition via deep learning of the center-of-pressure trajectory
P. Terrier
CVBM
35
34
0
24 Jul 2019
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal
  Image Semantic Segmentation
Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation
Chenglong Li
W. Xia
Yan Yan
Bin Luo
Jin Tang
85
124
0
24 Jul 2019
Mixed-Supervised Dual-Network for Medical Image Segmentation
Mixed-Supervised Dual-Network for Medical Image Segmentation
Duo Wang
Ming Li
N. Ben-Shlomo
C. Corrales
Yu Cheng
Tao Zhang
J. Jayender
62
28
0
24 Jul 2019
Exploring Semantic Segmentation on the DCT Representation
Exploring Semantic Segmentation on the DCT Representation
Shao-Yuan Lo
Hsueh-Ming Hang
81
22
0
23 Jul 2019
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce
Abdul-Saboor Sheikh
Romain Guigourès
Evgenii Koriagin
Yuen King Ho
Reza Shirvany
Roland Vollgraf
Urs M. Bergmann
41
43
0
23 Jul 2019
Trainability of ReLU networks and Data-dependent Initialization
Trainability of ReLU networks and Data-dependent Initialization
Yeonjong Shin
George Karniadakis
59
8
0
23 Jul 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching
Highlight Every Step: Knowledge Distillation via Collaborative Teaching
Haoran Zhao
Changrui Chen
Junyu Dong
Xin Sun
Zihe Dong
80
59
0
23 Jul 2019
Channel Normalization in Convolutional Neural Network avoids Vanishing
  Gradients
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients
Zhenwei Dai
Reinhard Heckel
52
24
0
22 Jul 2019
Switchable Normalization for Learning-to-Normalize Deep Representation
Switchable Normalization for Learning-to-Normalize Deep Representation
Ping Luo
Ruimao Zhang
Jiamin Ren
Zhanglin Peng
Jingyu Li
129
74
0
22 Jul 2019
Deep Learning for Time Series Forecasting: The Electric Load Case
Deep Learning for Time Series Forecasting: The Electric Load Case
Alberto Gasparin
S. Lukovic
Cesare Alippi
AI4TS
80
231
0
22 Jul 2019
Learned Image Downscaling for Upscaling using Content Adaptive Resampler
Learned Image Downscaling for Upscaling using Content Adaptive Resampler
Wanjie Sun
Zhenzhong Chen
DiffMSupR
83
139
0
22 Jul 2019
Image Classification with Hierarchical Multigraph Networks
Image Classification with Hierarchical Multigraph Networks
Boris Knyazev
Xiaoyu Lin
Mohamed R. Amer
Graham W. Taylor
GNNBDL
79
35
0
21 Jul 2019
Are You Convinced? Choosing the More Convincing Evidence with a Siamese
  Network
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
Martin Gleize
Eyal Shnarch
Leshem Choshen
Lena Dankin
Guy Moshkowich
R. Aharonov
Noam Slonim
AAML
63
64
0
21 Jul 2019
Open DNN Box by Power Side-Channel Attack
Open DNN Box by Power Side-Channel Attack
Yun Xiang
Zhuangzhi Chen
Zuohui Chen
Zebin Fang
Haiyang Hao
Jinyin Chen
Yi Liu
Zhefu Wu
Qi Xuan
Xiaoniu Yang
AAML
72
90
0
21 Jul 2019
Adaptive Weight Decay for Deep Neural Networks
Adaptive Weight Decay for Deep Neural Networks
Kensuke Nakamura
Byung-Woo Hong
63
43
0
21 Jul 2019
Recurrent Connections Aid Occluded Object Recognition by Discounting
  Occluders
Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders
M. Ernst
Jochen Triesch
T. Burwick
47
11
0
20 Jul 2019
Surfing: Iterative optimization over incrementally trained deep networks
Surfing: Iterative optimization over incrementally trained deep networks
Ganlin Song
Z. Fan
John D. Lafferty
73
20
0
19 Jul 2019
Post-synaptic potential regularization has potential
Post-synaptic potential regularization has potential
Enzo Tartaglione
Daniele Perlo
Marco Grangetto
BDLAAML
48
6
0
19 Jul 2019
Deep Graph-Convolutional Image Denoising
Deep Graph-Convolutional Image Denoising
D. Valsesia
Giulia Fracastoro
E. Magli
GNNSSL
59
145
0
19 Jul 2019
Interaction-and-Aggregation Network for Person Re-identification
Interaction-and-Aggregation Network for Person Re-identification
Rui Hou
Bingpeng Ma
Hong Chang
Xinqian Gu
Shiguang Shan
Xilin Chen
3DPC
132
342
0
19 Jul 2019
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal
  Approach
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach
Neslihan Köse
Okan Kopuklu
A. Unnervik
Gerhard Rigoll
67
40
0
18 Jul 2019
Deep Multi-View Learning via Task-Optimal CCA
Deep Multi-View Learning via Task-Optimal CCA
Heather D. Couture
Roland Kwitt
J. S. Marron
M. Troester
C. Perou
Marc Niethammer
55
6
0
17 Jul 2019
Deep Metric Learning with Alternating Projections onto Feasible Sets
Deep Metric Learning with Alternating Projections onto Feasible Sets
Ogul Can
Y. Z. Gürbüz
A. Aydin Alatan
51
5
0
17 Jul 2019
FOSNet: An End-to-End Trainable Deep Neural Network for Scene
  Recognition
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition
Hongje Seong
Junhyuk Hyun
Euntai Kim
63
52
0
17 Jul 2019
Multi-Adapter RGBT Tracking
Multi-Adapter RGBT Tracking
Chenglong Li
Andong Lu
A. Zheng
Zhengzheng Tu
Jin Tang
85
150
0
17 Jul 2019
Diving Deeper into Underwater Image Enhancement: A Survey
Diving Deeper into Underwater Image Enhancement: A Survey
Saeed Anwar
Chongyi Li
60
197
0
17 Jul 2019
Dynamic Malware Analysis with Feature Engineering and Feature Learning
Dynamic Malware Analysis with Feature Engineering and Feature Learning
Zhaoqi Zhang
Panpan Qi
Wei Wang
75
121
0
17 Jul 2019
Towards Understanding Generalization in Gradient-Based Meta-Learning
Towards Understanding Generalization in Gradient-Based Meta-Learning
Simon Guiroy
Vikas Verma
C. Pal
73
21
0
16 Jul 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action
  Recognition from a Single RGB Camera
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera
H. Pham
H. Salmane
L. Khoudour
Alain Crouzil
Pablo Zegers
S. Velastín
50
47
0
16 Jul 2019
Modern CNNs for IoT Based Farms
Modern CNNs for IoT Based Farms
P. Gikunda
65
6
0
15 Jul 2019
Batch-Shaping for Learning Conditional Channel Gated Networks
Batch-Shaping for Learning Conditional Channel Gated Networks
B. Bejnordi
Tijmen Blankevoort
Max Welling
AI4CE
92
77
0
15 Jul 2019
Adversarial Video Generation on Complex Datasets
Adversarial Video Generation on Complex Datasets
Aidan Clark
Jeff Donahue
Karen Simonyan
VGenGAN
111
77
0
15 Jul 2019
DeepSUM: Deep neural network for Super-resolution of Unregistered
  Multitemporal images
DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images
Andrea Bordone Molini
D. Valsesia
Giulia Fracastoro
E. Magli
SupR
72
125
0
15 Jul 2019
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects
Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects
A. Cheraghian
Shafin Rahman
Dylan Campbell
L. Petersson
3DPC
74
41
0
15 Jul 2019
Controlling Model Complexity in Probabilistic Model-Based Dynamic
  Optimization of Neural Network Structures
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures
Shota Saito
Shinichi Shirakawa
23
3
0
15 Jul 2019
Measuring the Transferability of Adversarial Examples
Measuring the Transferability of Adversarial Examples
D. Petrov
Timothy M. Hospedales
SILMAAML
32
23
0
14 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation
Understanding Deep Learning Techniques for Image Segmentation
Swarnendu Ghosh
N. Das
Ishita Das
U. Maulik
SSegVLM
72
379
0
13 Jul 2019
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion
  Recognition
Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
S. Latif
R. Rana
Sara Khalifa
Raja Jurdak
J. Epps
Björn W. Schuller
144
100
0
13 Jul 2019
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D
  Reconstruction
S&CNet: Monocular Depth Completion for Autonomous Systems and 3D Reconstruction
Lei Zhang
Weihai Chen
Chao Hu
Xingming Wu
Zhengguo Li
3DPC3DVMDE
31
0
0
13 Jul 2019
Bringing Giant Neural Networks Down to Earth with Unlabeled Data
Bringing Giant Neural Networks Down to Earth with Unlabeled Data
Yehui Tang
Shan You
Chang Xu
Boxin Shi
Chao Xu
85
11
0
13 Jul 2019
Deep Learning For Face Recognition: A Critical Analysis
Deep Learning For Face Recognition: A Critical Analysis
A. Shepley
3DH
61
24
0
12 Jul 2019
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