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1505.00853
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Empirical Evaluation of Rectified Activations in Convolutional Network

v1v2 (latest)

Empirical Evaluation of Rectified Activations in Convolutional Network

5 May 2015

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Papers citing "Empirical Evaluation of Rectified Activations in Convolutional Network"

50 / 907 papers shown

Deep Reinforcement Learning that Matters

Deep Reinforcement Learning that Matters

Peter Henderson

408

2,135

0

19 Sep 2017

Detection of Anomalies in Large Scale Accounting Data using Deep
Autoencoder Networks

Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks

118

116

0

15 Sep 2017

Shifting Mean Activation Towards Zero with Bipolar Activation Functions

Shifting Mean Activation Towards Zero with Bipolar Activation Functions

191

18

0

12 Sep 2017

Fault in your stars: An Analysis of Android App Reviews

Fault in your stars: An Analysis of Android App Reviews

Rahul Aralikatte

Neelamadhav Gantayat

175

25

0

16 Aug 2017

EndNet: Sparse AutoEncoder Network for Endmember Extraction and
Hyperspectral Unmixing

EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing

271

219

0

06 Aug 2017

Training Deep AutoEncoders for Collaborative Filtering

Training Deep AutoEncoders for Collaborative Filtering

Oleksii Kuchaiev

Boris Ginsburg

204

87

0

05 Aug 2017

Analysis and Optimization of Convolutional Neural Network Architectures

Analysis and Optimization of Convolutional Neural Network Architectures

185

76

0

31 Jul 2017

Deep Learning in Robotics: A Review of Recent Research

Deep Learning in Robotics: A Review of Recent Research

Michael S. Gashler

177

290

0

22 Jul 2017

Listening while Speaking: Speech Chain by Deep Learning

Listening while Speaking: Speech Chain by Deep Learning

Satoshi Nakamura

233

174

0

16 Jul 2017

Kafnets: kernel-based non-parametric activation functions for neural
networks

Kafnets: kernel-based non-parametric activation functions for neural networks

Simone Scardapane

S. Van Vaerenbergh

154

12

0

13 Jul 2017

FReLU: Flexible Rectified Linear Units for Improving Convolutional
Neural Networks

FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks

123

12

0

25 Jun 2017

CAN: Creative Adversarial Networks, Generating "Art" by Learning About
Styles and Deviating from Style Norms

CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms

Mohamed Elhoseiny

158

545

0

21 Jun 2017

Towards the Improvement of Automated Scientific Document Categorization
by Deep Learning

Towards the Improvement of Automated Scientific Document Categorization by Deep Learning

85

0

0

18 Jun 2017

3D Mesh Segmentation via Multi-branch 1D Convolutional Neural Networks

3D Mesh Segmentation via Multi-branch 1D Convolutional Neural NetworksGraphical Models (Graph. Models), 2017

115

42

0

31 May 2017

S-OHEM: Stratified Online Hard Example Mining for Object Detection

S-OHEM: Stratified Online Hard Example Mining for Object Detection

Dongsheng Li

219

16

0

05 May 2017

Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep
Neural Networks

Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks

Niladrish Chatterjee

239

187

0

03 May 2017

Good Features to Correlate for Visual Tracking

Good Features to Correlate for Visual Tracking

Student Member Ieee Erhan Gundogdu

A. Aydin Alatan

183

155

0

20 Apr 2017

Recurrent Environment Simulators

Recurrent Environment Simulators

280

221

0

07 Apr 2017

Active Convolution: Learning the Shape of Convolution for Image
Classification

Active Convolution: Learning the Shape of Convolution for Image Classification

204

178

0

27 Mar 2017

Learning to Discover Cross-Domain Relations with Generative Adversarial
Networks

Learning to Discover Cross-Domain Relations with Generative Adversarial Networks

399

2,064

0

15 Mar 2017

Toward high-performance online HCCR: a CNN approach with DropDistortion,
path signature and spatial stochastic max-pooling

Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-poolingPattern Recognition Letters (Pattern Recognit. Lett.), 2017

Lianwen Jin

180

41

0

24 Feb 2017

Language Independent Single Document Image Super-Resolution using CNN
for improved recognition

Language Independent Single Document Image Super-Resolution using CNN for improved recognition

A. G. Ramakrishnan

68

12

0

30 Jan 2017

Exploring the Design Space of Deep Convolutional Neural Networks at
Large Scale

Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale

131

19

0

20 Dec 2016

StackGAN: Text to Photo-realistic Image Synthesis with Stacked
Generative Adversarial Networks

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

Dimitris N. Metaxas

335

2,880

0

10 Dec 2016

DeepCancer: Detecting Cancer through Gene Expressions via Deep
Generative Learning

DeepCancer: Detecting Cancer through Gene Expressions via Deep Generative Learning

Vivek Viswanath

31

12

0

09 Dec 2016

On-Demand Learning for Deep Image Restoration

On-Demand Learning for Deep Image Restoration

Kristen Grauman

175

84

0

05 Dec 2016

Learning to Generate Images of Outdoor Scenes from Attributes and
Semantic Layouts

Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts

205

192

0

01 Dec 2016

Learning Filter Banks Using Deep Learning For Acoustic Signals

Learning Filter Banks Using Deep Learning For Acoustic Signals

Juncheng Billy Li

61

1

0

29 Nov 2016

Time Series Classification from Scratch with Deep Neural Networks: A
Strong Baseline

Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline

462

1,878

0

20 Nov 2016

DelugeNets: Deep Networks with Efficient and Flexible Cross-layer
Information Inflows

DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows

201

16

0

17 Nov 2016

Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation

Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation

113

2

0

16 Nov 2016

CIFAR-10: KNN-based Ensemble of Classifiers

CIFAR-10: KNN-based Ensemble of Classifiers

Yehya Abouelnaga

Mohamed Moustafa

132

78

0

15 Nov 2016

Deep disentangled representations for volumetric reconstruction

Deep disentangled representations for volumetric reconstruction

Marcel van Gerven

105

31

0

12 Oct 2016

Learning Low Dimensional Convolutional Neural Networks for
High-Resolution Remote Sensing Image Retrieval

Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image RetrievalRemote Sensing (RS), 2016

Shawn D. Newsam

400

187

0

10 Oct 2016

Generating Videos with Scene Dynamics

Generating Videos with Scene Dynamics

Carl Vondrick

Hamed Pirsiavash

Antonio Torralba

481

1,548

0

08 Sep 2016

Lets keep it simple, Using simple architectures to outperform deeper and
more complex architectures

Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures

S. H. HasanPour

Mohammad Rouhani

Mohammad Sabokrou

460

126

0

22 Aug 2016

Dense semantic labeling of sub-decimeter resolution images with
convolutional neural networks

Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks

226

492

0

02 Aug 2016

Acoustic scene classification using convolutional neural network and
multiple-width frequency-delta data augmentation

Acoustic scene classification using convolutional neural network and multiple-width frequency-delta data augmentation

134

51

0

08 Jul 2016

Alternating Back-Propagation for Generator Network

Alternating Back-Propagation for Generator Network

300

4

0

28 Jun 2016

Deep Feature Fusion Network for Answer Quality Prediction in Community
Question Answering

Deep Feature Fusion Network for Answer Quality Prediction in Community Question Answering

Sai Praneeth Suggu

Manoj Kumar Chinnakotla

Manish Shrivastava

151

14

0

22 Jun 2016

Online and Offline Handwritten Chinese Character Recognition: A
Comprehensive Study and New Benchmark

Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark

168

286

0

18 Jun 2016

Improving Deep Neural Network with Multiple Parametric Exponential
Linear Units

Improving Deep Neural Network with Multiple Parametric Exponential Linear Units

Yang Li

Yong Li

192

86

0

01 Jun 2016

Deep convolutional neural networks for predominant instrument
recognition in polyphonic music

Deep convolutional neural networks for predominant instrument recognition in polyphonic musicIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2016

198

216

0

31 May 2016

Parametric Exponential Linear Unit for Deep Convolutional Neural
Networks

Parametric Exponential Linear Unit for Deep Convolutional Neural Networks

Ludovic Trottier

Philippe Giguère

181

216

0

30 May 2016

No bad local minima: Data independent training error guarantees for
multilayer neural networks

No bad local minima: Data independent training error guarantees for multilayer neural networks

365

239

0

26 May 2016

Multi-Bias Non-linear Activation in Deep Neural Networks

Multi-Bias Non-linear Activation in Deep Neural Networks

Wanli Ouyang

155

66

0

03 Apr 2016

Generative Image Modeling using Style and Structure Adversarial Networks

Generative Image Modeling using Style and Structure Adversarial Networks

249

634

0

17 Mar 2016

Understanding and Improving Convolutional Neural Networks via
Concatenated Rectified Linear Units

Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units

227

518

0

16 Mar 2016

Noisy Activation Functions

Noisy Activation Functions

Çağlar Gülçehre

Marcin Moczulski

246

299

0

01 Mar 2016

Revise Saturated Activation Functions

Revise Saturated Activation Functions

174

76

0

18 Feb 2016

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