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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
Bing Xu
Naiyan Wang
Tianqi Chen
Mu Li
ArXiv (abs)PDFHTML

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

50 / 907 papers shown
Improving Description-based Person Re-identification by
  Multi-granularity Image-text Alignments
Improving Description-based Person Re-identification by Multi-granularity Image-text AlignmentsIEEE Transactions on Image Processing (TIP), 2019
K. Niu
Y. Huang
Wanli Ouyang
Liang Wang
194
181
0
23 Jun 2019
S-ConvNet: A Shallow Convolutional Neural Network Architecture for
  Neuromuscular Activity Recognition Using Instantaneous High-Density Surface
  EMG Images
S-ConvNet: A Shallow Convolutional Neural Network Architecture for Neuromuscular Activity Recognition Using Instantaneous High-Density Surface EMG ImagesAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
M. Islam
Daniel Massicotte
F. Nougarou
P. Massicotte
Weiping Zhu
93
10
0
08 Jun 2019
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point
  Set Registration
Coherent Point Drift Networks: Unsupervised Learning of Non-Rigid Point Set Registration
Lingjing Wang
Xiang Li
Jianchun Chen
Yi Fang
3DPC
246
28
0
07 Jun 2019
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural
  Networks Under Hardware Fault Attacks
Terminal Brain Damage: Exposing the Graceless Degradation in Deep Neural Networks Under Hardware Fault AttacksUSENIX Security Symposium (USENIX Security), 2019
Sanghyun Hong
Pietro Frigo
Yigitcan Kaya
Cristiano Giuffrida
Tudor Dumitras
AAML
162
237
0
03 Jun 2019
Deep Reasoning Networks: Thinking Fast and Slow
Deep Reasoning Networks: Thinking Fast and Slow
Di Chen
Yiwei Bai
Wenting Zhao
Sebastian Ament
J. Gregoire
Daniel Schwalbe-Koda
PINNLRM
174
24
0
03 Jun 2019
Applying Generative Adversarial Networks to Intelligent Subsurface
  Imaging and Identification
Applying Generative Adversarial Networks to Intelligent Subsurface Imaging and Identification
W. Rice
GAN
44
0
0
30 May 2019
ProbAct: A Probabilistic Activation Function for Deep Neural Networks
ProbAct: A Probabilistic Activation Function for Deep Neural Networks
Kumar Shridhar
JoonHo Lee
Hideaki Hayashi
Purvanshi Mehta
Brian Kenji Iwana
Seokjun Kang
S. Uchida
Sheraz Ahmed
Andreas Dengel
DiffMAAML
181
35
0
26 May 2019
Compositional Fairness Constraints for Graph Embeddings
Compositional Fairness Constraints for Graph EmbeddingsInternational Conference on Machine Learning (ICML), 2019
A. Bose
William L. Hamilton
FaML
322
284
0
25 May 2019
Decentralized Learning of Generative Adversarial Networks from Non-iid
  Data
Decentralized Learning of Generative Adversarial Networks from Non-iid Data
Ryo Yonetani
Tomohiro Takahashi
Atsushi Hashimoto
Yoshitaka Ushiku
263
28
0
23 May 2019
Universal Approximation with Deep Narrow Networks
Universal Approximation with Deep Narrow NetworksAnnual Conference Computational Learning Theory (COLT), 2019
Patrick Kidger
Terry Lyons
335
396
0
21 May 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for
  Semantic Segmentation of Aerial Images
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial ImagesRemote Sensing (RS), 2019
Bilel Benjdira
Y. Bazi
Anis Koubaa
K. Ouni
114
213
0
08 May 2019
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo ImageryIEEE International Conference on Robotics and Automation (ICRA), 2019
Junming Zhang
M. Ramanagopal
Ram Vasudevan
Matthew Johnson-Roberson
3DV
267
40
0
07 May 2019
Label-Noise Robust Multi-Domain Image-to-Image Translation
Label-Noise Robust Multi-Domain Image-to-Image Translation
Takuhiro Kaneko
Tatsuya Harada
150
3
0
06 May 2019
A Review of Object Detection Models based on Convolutional Neural
  Network
A Review of Object Detection Models based on Convolutional Neural NetworkAdvances in Intelligent Systems and Computing (AISC), 2019
F. Sultana
Abu Sufian
P. Dutta
ObjD
276
242
0
05 May 2019
Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI
  Reconstruction
Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction
Itzik Malkiel
Sangtae Ahn
V. Taviani
A. Menini
Lior Wolf
C. Hardy
98
6
0
02 May 2019
ViDeNN: Deep Blind Video Denoising
ViDeNN: Deep Blind Video Denoising
M. Claus
Jan van Gemert
92
106
0
24 Apr 2019
3D Dense Face Alignment via Graph Convolution Networks
3D Dense Face Alignment via Graph Convolution Networks
Huawei Wei
Shuang Liang
Yichen Wei
3DH3DVCVBM
146
25
0
11 Apr 2019
Super accurate low latency object detection on a surveillance UAV
Super accurate low latency object detection on a surveillance UAV
Maarten Vandersteegen
Kristof Van Beeck
Toon Goedemé
198
22
0
03 Apr 2019
Non-Rigid Point Set Registration Networks
Non-Rigid Point Set Registration Networks
Lingjing Wang
Jianchun Chen
Xiang Li
Yi Fang
3DPC
117
45
0
02 Apr 2019
GAN You Do the GAN GAN?
GAN You Do the GAN GAN?
Joseph Suárez
GAN
38
1
0
01 Apr 2019
Deep Network for Capacitive ECG Denoising
Deep Network for Capacitive ECG Denoising
Vignesh Ravichandran
Balamurali Murugesan
Sharath M. Shankaranarayana
Keerthi Ram
P. PreejithS.
J. Joseph
M. Sivaprakasam
87
13
0
29 Mar 2019
Unpaired Image Captioning via Scene Graph Alignments
Unpaired Image Captioning via Scene Graph Alignments
Jiuxiang Gu
Shafiq Joty
Jianfei Cai
Handong Zhao
Xu Yang
G. Wang
GNN
286
187
0
26 Mar 2019
Efficiently utilizing complex-valued PolSAR image data via a multi-task
  deep learning framework
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework
Lamei Zhang
Hongwei Dong
B. Zou
138
29
0
24 Mar 2019
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object
  Detection
Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection
Seijoon Kim
Seongsik Park
Byunggook Na
Sungroh Yoon
ObjD
237
483
0
12 Mar 2019
Multi-Representational Learning for Offline Signature Verification using
  Multi-Loss Snapshot Ensemble of CNNs
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs
Saeed Masoudnia
Omid Mersa
Babak N. Araabi
A. Vahabie
M. Sadeghi
M. N. Ahmadabadi
141
52
0
11 Mar 2019
Crowding in humans is unlike that in convolutional neural networks
Crowding in humans is unlike that in convolutional neural networksNeural Networks (NN), 2019
Ben Lonnqvist
A. Clarke
R. Chakravarthi
172
14
0
01 Mar 2019
GAN Based Image Deblurring Using Dark Channel Prior
GAN Based Image Deblurring Using Dark Channel PriorComputational Imaging (CI), 2019
Shuang Zhang
Ada Zhen
R. Stevenson
GAN
99
18
0
28 Feb 2019
End-to-End Efficient Representation Learning via Cascading Combinatorial
  Optimization
End-to-End Efficient Representation Learning via Cascading Combinatorial OptimizationComputer Vision and Pattern Recognition (CVPR), 2019
Yeonwoo Jeong
Yoonsung Kim
Hyun Oh Song
120
1
0
28 Feb 2019
Learning Hierarchical Discourse-level Structure for Fake News Detection
Learning Hierarchical Discourse-level Structure for Fake News DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Hamid Karimi
Shucheng Zhou
298
140
0
27 Feb 2019
Capacity allocation through neural network layers
Capacity allocation through neural network layers
Jonathan Donier
112
3
0
22 Feb 2019
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
Jinyin Chen
Jian Zhang
Xuanheng Xu
Chenbo Fu
Dan Zhang
Qingpeng Zhang
Qi Xuan
169
175
0
22 Feb 2019
Joint Optimization of Tree-based Index and Deep Model for Recommender
  Systems
Joint Optimization of Tree-based Index and Deep Model for Recommender Systems
Ziru Xu
Daqing Chang
Xinhang Li
Pengye Zhang
Xiang Li
Jie He
Han Li
Jian Xu
Kun Gai
147
107
0
19 Feb 2019
On the Impact of the Activation Function on Deep Neural Networks
  Training
On the Impact of the Activation Function on Deep Neural Networks Training
Soufiane Hayou
Arnaud Doucet
Judith Rousseau
ODL
274
219
0
19 Feb 2019
DeepFault: Fault Localization for Deep Neural Networks
DeepFault: Fault Localization for Deep Neural Networks
Hasan Ferit Eniser
Simos Gerasimou
A. Sen
AAML
140
95
0
15 Feb 2019
Probabilistic Neural Architecture Search
Probabilistic Neural Architecture Search
F. P. Casale
Jonathan Gordon
Nicolò Fusi
TPM
155
78
0
13 Feb 2019
TensorSCONE: A Secure TensorFlow Framework using Intel SGX
TensorSCONE: A Secure TensorFlow Framework using Intel SGX
Roland Kunkel
D. Quoc
Franz Gregor
Sergei Arnautov
Pramod Bhatotia
Christof Fetzer
FedML
101
70
0
12 Feb 2019
Visual Rationalizations in Deep Reinforcement Learning for Atari Games
Visual Rationalizations in Deep Reinforcement Learning for Atari Games
L. Weitkamp
Elise van der Pol
Zeynep Akata
172
29
0
01 Feb 2019
Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution
Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution
Oleksii Sidorov
J. Hardeberg
SupR
200
167
0
01 Feb 2019
Benchmarking Classic and Learned Navigation in Complex 3D Environments
Benchmarking Classic and Learned Navigation in Complex 3D Environments
Dmytro Mishkin
Alexey Dosovitskiy
V. Koltun
274
77
0
30 Jan 2019
Heartbeat Anomaly Detection using Adversarial Oversampling
Heartbeat Anomaly Detection using Adversarial Oversampling
Jefferson L. P. Lima
David Macêdo
Cleber Zanchettin
88
21
0
28 Jan 2019
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation
Zihan Ding
Xiao-Yang Liu
Miao Yin
Lingyu Kong
GAN
156
31
0
28 Jan 2019
On Detecting GANs and Retouching based Synthetic Alterations
On Detecting GANs and Retouching based Synthetic Alterations
Anubhav Jain
Richa Singh
Mayank Vatsa
138
39
0
26 Jan 2019
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for
  photoreceptor layer segmentation in pathological OCT scans
U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans
J. Orlando
Philipp Seeböck
Hrvoje Bogunović
S. Klimscha
C. Grechenig
S. Waldstein
Bianca S. Gerendas
U. Schmidt-Erfurth
UQCV
133
61
0
23 Jan 2019
Towards Non-saturating Recurrent Units for Modelling Long-term
  Dependencies
Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
A. Chandar
Chinnadhurai Sankar
Eugene Vorontsov
Samira Ebrahimi Kahou
Yoshua Bengio
206
61
0
22 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural
  Networks
A Survey of the Recent Architectures of Deep Convolutional Neural Networks
Asifullah Khan
A. Sohail
Umme Zahoora
Aqsa Saeed Qureshi
OOD
728
2,540
0
17 Jan 2019
DeepFlash: Turning a Flash Selfie into a Studio Portrait
DeepFlash: Turning a Flash Selfie into a Studio Portrait
N. Capece
Francesco Banterle
Paolo Cignoni
F. Ganovelli
Roberto Scopigno
U. Erra
295
22
0
14 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across
  NLP tasks
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Steffen Eger
Paul Youssef
Iryna Gurevych
LLMSV
172
82
0
09 Jan 2019
Deep Neural Networks Predicting Oil Movement in a Development Unit
Deep Neural Networks Predicting Oil Movement in a Development Unit
Pavel Temirchev
M. Simonov
R. Kostoev
Evgeny Burnaev
Ivan Oseledets
A. Akhmetov
A. Margarit
A. Sitnikov
D. Koroteev
AI4CE
147
56
0
08 Jan 2019
Efficient Convolutional Neural Network Training with Direct Feedback
  Alignment
Efficient Convolutional Neural Network Training with Direct Feedback Alignment
Donghyeon Han
H. Yoo
3DV
49
18
0
06 Jan 2019
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution
  Neural Network
Optical Fringe Patterns Filtering Based on Multi-Stage Convolution Neural Network
Bowen Lin
S. Fu
Caiming Zhang
Fengling Wang
Yuliang Li
251
57
0
02 Jan 2019
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