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Improving neural networks by preventing co-adaptation of feature
  detectors

Improving neural networks by preventing co-adaptation of feature detectors

3 July 2012
Geoffrey E. Hinton
Nitish Srivastava
A. Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
    VLM
ArXiv (abs)PDFHTML

Papers citing "Improving neural networks by preventing co-adaptation of feature detectors"

50 / 1,729 papers shown
Title
SMASH: One-Shot Model Architecture Search through HyperNetworks
SMASH: One-Shot Model Architecture Search through HyperNetworks
Andrew Brock
Theodore Lim
J. Ritchie
Nick Weston
210
766
0
17 Aug 2017
Modality-specific Cross-modal Similarity Measurement with Recurrent
  Attention Network
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network
Yuxin Peng
Jinwei Qi
Yuxin Yuan
48
124
0
16 Aug 2017
Improved Regularization of Convolutional Neural Networks with Cutout
Improved Regularization of Convolutional Neural Networks with Cutout
Terrance Devries
Graham W. Taylor
177
3,786
0
15 Aug 2017
Comparison of Decoding Strategies for CTC Acoustic Models
Comparison of Decoding Strategies for CTC Acoustic Models
Thomas Zenkel
Ramon Sanabria
Florian Metze
Jan Niehues
Matthias Sperber
Sebastian Stüker
A. Waibel
48
43
0
15 Aug 2017
IoT Data Analytics Using Deep Learning
IoT Data Analytics Using Deep Learning
Xiaofeng Xie
Di Wu
Siping Liu
Renfa Li
45
25
0
13 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via
  Postponing the Early Softmax Saturation
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation
Binghui Chen
Weihong Deng
Junping Du
75
125
0
12 Aug 2017
Topical Behavior Prediction from Massive Logs
Topical Behavior Prediction from Massive Logs
Shih-Chieh Su
BDL
23
0
0
10 Aug 2017
An Empirical Study on Writer Identification & Verification from
  Intra-variable Individual Handwriting
An Empirical Study on Writer Identification & Verification from Intra-variable Individual Handwriting
Chandranath Adak
B. B. Chaudhuri
Michael Blumenstein
30
35
0
10 Aug 2017
Tikhonov Regularization for Long Short-Term Memory Networks
Tikhonov Regularization for Long Short-Term Memory Networks
A. Turkin
8
2
0
09 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks
  for Speaker Embeddings
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings
Pawel Cyrta
Tomasz Trzciñski
Wojciech Stokowiec
68
33
0
09 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency
  Detection
Learning Uncertain Convolutional Features for Accurate Saliency Detection
Pingping Zhang
D. Wang
Huchuan Lu
Hongyu Wang
Baocai Yin
111
431
0
07 Aug 2017
Referenceless Quality Estimation for Natural Language Generation
Referenceless Quality Estimation for Natural Language Generation
Ondrej Dusek
Jekaterina Novikova
Verena Rieser
96
29
0
05 Aug 2017
Improving Speaker-Independent Lipreading with Domain-Adversarial
  Training
Improving Speaker-Independent Lipreading with Domain-Adversarial Training
Michael Wand
Jürgen Schmidhuber
70
42
0
04 Aug 2017
Analysis and Optimization of Convolutional Neural Network Architectures
Analysis and Optimization of Convolutional Neural Network Architectures
Martin Thoma
101
73
0
31 Jul 2017
A Weakly Supervised Approach to Train Temporal Relation Classifiers and
  Acquire Regular Event Pairs Simultaneously
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously
Wenlin Yao
Saipravallika Nettyam
Ruihong Huang
NAI
59
3
0
28 Jul 2017
Reduction of Overfitting in Diabetes Prediction Using Deep Learning
  Neural Network
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network
Akm Ashiquzzaman
A. Tushar
Md. Rashedul Islam
Jong-Myon Kim
BDL
51
90
0
26 Jul 2017
Representation Learning on Large and Small Data
Representation Learning on Large and Small Data
Chun-Nan Chou
Chuen-Kai Shie
Fu-Chieh Chang
Jocelyn Chang
Edward Y. Chang
SSL
58
8
0
25 Jul 2017
PatchShuffle Regularization
PatchShuffle Regularization
Guoliang Kang
Xuanyi Dong
Liang Zheng
Yi Yang
80
75
0
22 Jul 2017
Reconstruction of Word Embeddings from Sub-Word Parameters
Reconstruction of Word Embeddings from Sub-Word Parameters
K. Stratos
41
9
0
21 Jul 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network
  Compression
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
Jian-Hao Luo
Jianxin Wu
Weiyao Lin
63
1,763
0
20 Jul 2017
Fast and Accurate Image Super Resolution by Deep CNN with Skip
  Connection and Network in Network
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network
Jin Yamanaka
S. Kuwashima
Takio Kurita
SupR
88
216
0
18 Jul 2017
Incremental Boosting Convolutional Neural Network for Facial Action Unit
  Recognition
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition
Shizhong Han
Zibo Meng
Ahmed-Shehab Khan
Yan Tong
CLL
73
110
0
17 Jul 2017
Be Careful What You Backpropagate: A Case For Linear Output Activations
  & Gradient Boosting
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting
Anders Øland
Aayush Bansal
Roger B. Dannenberg
Bhiksha Raj
54
14
0
13 Jul 2017
Developing the Path Signature Methodology and its Application to
  Landmark-based Human Action Recognition
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition
Weixin Yang
Terry Lyons
Hao Ni
Cordelia Schmid
Lianwen Jin
197
50
0
13 Jul 2017
Adversarial Dropout for Supervised and Semi-supervised Learning
Adversarial Dropout for Supervised and Semi-supervised Learning
Sungrae Park
Jun-Keon Park
Su-Jin Shin
Il-Chul Moon
GAN
99
174
0
12 Jul 2017
Multiple Range-Restricted Bidirectional Gated Recurrent Units with
  Attention for Relation Classification
Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification
Jonggu Kim
Jong-Hyeok Lee
46
4
0
05 Jul 2017
Deep learning bank distress from news and numerical financial data
Deep learning bank distress from news and numerical financial data
P. Cerchiello
G. Nicola
Samuel Rönnqvist
Peter Sarlin
80
12
0
29 Jun 2017
A Deep Neural Architecture for Sentence-level Sentiment Classification
  in Twitter Social Networking
A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking
Huy-Thanh Nguyen
M. Nguyen
SSegHAI
41
54
0
25 Jun 2017
Analysis of dropout learning regarded as ensemble learning
Analysis of dropout learning regarded as ensemble learning
K. Hara
Daisuke Saitoh
Hayaru Shouno
54
62
0
20 Jun 2017
An Entropy-based Pruning Method for CNN Compression
An Entropy-based Pruning Method for CNN Compression
Jian-Hao Luo
Jianxin Wu
48
180
0
19 Jun 2017
FreezeOut: Accelerate Training by Progressively Freezing Layers
FreezeOut: Accelerate Training by Progressively Freezing Layers
Andrew Brock
Theodore Lim
J. Ritchie
Nick Weston
57
125
0
15 Jun 2017
Deep Learning Methods for Efficient Large Scale Video Labeling
Deep Learning Methods for Efficient Large Scale Video Labeling
Miha Škalič
M. Pekalski
Xin Pan
VLM
56
17
0
14 Jun 2017
Learning When to Attend for Neural Machine Translation
Learning When to Attend for Neural Machine Translation
Junhui Li
Muhua Zhu
16
1
0
31 May 2017
Deep Learning for User Comment Moderation
Deep Learning for User Comment Moderation
John Pavlopoulos
Prodromos Malakasiotis
Ion Androutsopoulos
70
126
0
28 May 2017
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based
  Person Re-Identification
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
Nikolaos Karianakis
Zicheng Liu
Yinpeng Chen
Stefano Soatto
41
8
0
28 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels
Deriving Neural Architectures from Sequence and Graph Kernels
Tao Lei
Wengong Jin
Regina Barzilay
Tommi Jaakkola
GNN
117
137
0
25 May 2017
Extraction and Classification of Diving Clips from Continuous Video
  Footage
Extraction and Classification of Diving Clips from Continuous Video Footage
Aiden Nibali
Zhen He
Stuart Morgan
Daniel Greenwood
75
18
0
25 May 2017
Bayesian Compression for Deep Learning
Bayesian Compression for Deep Learning
Christos Louizos
Karen Ullrich
Max Welling
UQCVBDL
207
481
0
24 May 2017
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring
  Algorithms in Whole Slide Images of Breast Cancer Tissues
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues
Talha Qaiser
A. Mukherjee
Chaitanya Reddy Pb
Sai Dileep Munugoti
Vamsi Tallam
...
G. Bueno
David R. J. Snead
I. Ellis
M. Ilyas
Nasir M. Rajpoot
53
122
0
23 May 2017
Two-Stream 3D Convolutional Neural Network for Skeleton-Based Action
  Recognition
Two-Stream 3D Convolutional Neural Network for Skeleton-Based Action Recognition
Hong Liu
Juanhui Tu
Mengyuan Liu
MedIm
105
148
0
23 May 2017
Concrete Dropout
Concrete Dropout
Y. Gal
Jiri Hron
Alex Kendall
BDLUQCV
216
593
0
22 May 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue
Key-Value Retrieval Networks for Task-Oriented Dialogue
Mihail Eric
Christopher D. Manning
98
420
0
15 May 2017
Using Titles vs. Full-text as Source for Automated Semantic Document
  Annotation
Using Titles vs. Full-text as Source for Automated Semantic Document Annotation
Lukas Galke
Florian Mai
Alan Schelten
Dennis Brunsch
A. Scherp
28
24
0
15 May 2017
Handwritten Bangla Digit Recognition Using Deep Learning
Handwritten Bangla Digit Recognition Using Deep Learning
Md. Zahangir Alom
P. Sidike
T. Taha
V. Asari
55
77
0
07 May 2017
Gabor Convolutional Networks
Gabor Convolutional Networks
Shangzhen Luan
Baochang Zhang
Chen Chen
Xianbin Cao
Jiawei Han
Jianzhuang Liu
BDL
175
345
0
03 May 2017
Going Wider: Recurrent Neural Network With Parallel Cells
Going Wider: Recurrent Neural Network With Parallel Cells
Danhao Zhu
Siying Shen
Xinyu Dai
Jiajun Chen
LRM
11
5
0
03 May 2017
Modeling Source Syntax for Neural Machine Translation
Modeling Source Syntax for Neural Machine Translation
Junhui Li
Deyi Xiong
Zhaopeng Tu
Muhua Zhu
Min Zhang
Guodong Zhou
79
146
0
02 May 2017
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep
  Convolutional Neural Networks
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks
Yehui Yang
Tao Li
Wensi Li
Haishan Wu
Wei Fan
Wensheng Zhang
MedIm
59
175
0
02 May 2017
Understanding the Feedforward Artificial Neural Network Model From the
  Perspective of Network Flow
Understanding the Feedforward Artificial Neural Network Model From the Perspective of Network Flow
Dawei Dai
Weimin Tan
Hong Zhan
36
12
0
26 Apr 2017
Cross-domain Semantic Parsing via Paraphrasing
Cross-domain Semantic Parsing via Paraphrasing
Yu-Chuan Su
Xifeng Yan
86
86
0
20 Apr 2017
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