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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
Convolution-Weight-Distribution Assumption: Rethinking the Criteria of
  Channel Pruning
Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning
Zhongzhan Huang
Wenqi Shao
Xinjiang Wang
Liang Lin
Ping Luo
254
64
0
24 Apr 2020
Conditional Variational Image Deraining
Conditional Variational Image Deraining
Yingjun Du
Jun Xu
Xiantong Zhen
Ming-Ming Cheng
Ling Shao
252
86
0
23 Apr 2020
Self6D: Self-Supervised Monocular 6D Object Pose Estimation
Self6D: Self-Supervised Monocular 6D Object Pose EstimationEuropean Conference on Computer Vision (ECCV), 2020
Gu Wang
Fabian Manhardt
Jianzhun Shao
Xiangyang Ji
Nassir Navab
Federico Tombari
SSLMDE
249
151
0
14 Apr 2020
Relation Transformer Network
Relation Transformer Network
Rajat Koner
Poulami Sinhamahapatra
Volker Tresp
ViT
344
35
0
13 Apr 2020
Multiresolution Convolutional Autoencoders
Multiresolution Convolutional AutoencodersJournal of Computational Physics (JCP), 2020
Yuying Liu
Colin Ponce
Steven L. Brunton
J. Nathan Kutz
SyDa
108
37
0
10 Apr 2020
FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial Nets
FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial NetsIEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2020
Ming Liang
Yao Meng
Jiyu Wang
D. Lubkeman
N. Lu
GAN
150
26
0
03 Apr 2020
STAN-CT: Standardizing CT Image using Generative Adversarial Network
STAN-CT: Standardizing CT Image using Generative Adversarial NetworkAmerican Medical Informatics Association Annual Symposium (AMIA), 2020
Mona Selim
Jie Zhang
B. Fei
Guo-Qiang Zhang
Jin Chen
MedImDiffM
87
20
0
02 Apr 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural
  Networks
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks
M. Balcilar
G. Renton
Pierre Héroux
Benoit Gaüzère
Sébastien Adam
P. Honeine
151
66
0
26 Mar 2020
Dynamic ReLU
Dynamic ReLUEuropean Conference on Computer Vision (ECCV), 2020
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
412
194
0
22 Mar 2020
TanhExp: A Smooth Activation Function with High Convergence Speed for
  Lightweight Neural Networks
TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural NetworksIET Computer Vision (ICV), 2020
Xinyu Liu
Xiaoguang Di
130
65
0
22 Mar 2020
Towards a Computer Vision Particle Flow
Towards a Computer Vision Particle Flow
F. Bello
S. Ganguly
Eilam Gross
Marumi Kado
M. Pitt
Lorenzo Santi
Jonathan Shlomi
404
50
0
19 Mar 2020
End-to-End Velocity Estimation For Autonomous Racing
End-to-End Velocity Estimation For Autonomous RacingIEEE Robotics and Automation Letters (RA-L), 2020
S. Srinivasan
Inkyu Sa
Alex Zyner
Victor Reijgwart
M. I. Valls
Roland Siegwart
220
30
0
15 Mar 2020
Experimenting with Convolutional Neural Network Architectures for the
  automatic characterization of Solitary Pulmonary Nodules' malignancy rating
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating
Ioannis D. Apostolopoulos
103
3
0
15 Mar 2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image
  Translation via Attribute Gaussian Mixture Modeling
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling
Yahui Liu
Marco De Nadai
Jian Yao
Andrii Zadaianchuk
Bruno Lepri
Xavier Alameda-Pineda
241
28
0
15 Mar 2020
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot LearningIEEE International Conference on Computer Vision (ICCV), 2020
Yinbo Chen
Zhuang Liu
Huijuan Xu
Trevor Darrell
Xiaolong Wang
773
425
0
09 Mar 2020
Neural Enhanced Belief Propagation on Factor Graphs
Neural Enhanced Belief Propagation on Factor GraphsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Victor Garcia Satorras
Max Welling
443
106
0
04 Mar 2020
Soft-Root-Sign Activation Function
Soft-Root-Sign Activation Function
Yuan Zhou
Dandan Li
Shuwei Huo
S. Kung
ODL
137
28
0
01 Mar 2020
Introduction to deep learning
Introduction to deep learning
Lihi Shiloh-Perl
Raja Giryes
168
0
0
29 Feb 2020
A Self-Tuning Actor-Critic Algorithm
A Self-Tuning Actor-Critic Algorithm
Tom Zahavy
Zhongwen Xu
Vivek Veeriah
Matteo Hessel
Junhyuk Oh
H. V. Hasselt
David Silver
Satinder Singh
202
13
0
28 Feb 2020
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep
  Learning on Map Images
MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images
M. Steininger
Konstantin Kobs
Albin Zehe
Florian Lautenschlager
Martin Becker
Andreas Hotho
111
13
0
18 Feb 2020
Symbolic Network: Generalized Neural Policies for Relational MDPs
Symbolic Network: Generalized Neural Policies for Relational MDPsInternational Conference on Machine Learning (ICML), 2020
Sankalp Garg
Aniket Bajpai
Mausam
136
5
0
18 Feb 2020
Latent Variable Modelling with Hyperbolic Normalizing Flows
Latent Variable Modelling with Hyperbolic Normalizing FlowsInternational Conference on Machine Learning (ICML), 2020
A. Bose
Ariella Smofsky
Renjie Liao
Prakash Panangaden
William L. Hamilton
DRL
255
74
0
15 Feb 2020
Goldilocks Neural Networks
Goldilocks Neural Networks
Jan Rosenzweig
Zoran Cvetkovic
I. Rosenzweig
133
1
0
11 Feb 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in
  CNNs
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yuma Kinoshita
Hitoshi Kiya
106
23
0
06 Feb 2020
Lightweight Convolutional Representations for On-Device Natural Language
  Processing
Lightweight Convolutional Representations for On-Device Natural Language Processing
Shrey Desai
Geoffrey Goh
Arun Babu
Ahmed Aly
AI4TS
167
8
0
04 Feb 2020
Large Hole Image Inpainting With Compress-Decompression Network
Large Hole Image Inpainting With Compress-Decompression Network
Zhenghang Wu
Yidong Cui
GAN
49
0
0
01 Feb 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network
  Prediction
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction
Seyed Mehdi Ayyoubzadeh
Xiaolin Wu
86
3
0
28 Jan 2020
CorGAN: Correlation-Capturing Convolutional Generative Adversarial
  Networks for Generating Synthetic Healthcare Records
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsThe Florida AI Research Society (FLAIRS), 2020
A. Torfi
Edward A. Fox
SyDa
196
73
0
25 Jan 2020
Deep convolutional neural networks for multi-planar lung nodule
  detection: improvement in small nodule identification
Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identificationMedical Physics (Lancaster) (Med. Phys.), 2020
S. Zheng
L. Cornelissen
Xiaonan Cui
Xueping Jing
Raymond N. J. Veldhuis
M. Oudkerk
P. V. van Ooijen
MedIm
211
36
0
13 Jan 2020
Learning Global and Local Consistent Representations for Unsupervised
  Image Retrieval via Deep Graph Diffusion Networks
Learning Global and Local Consistent Representations for Unsupervised Image Retrieval via Deep Graph Diffusion Networks
Zhiyong Dou
Haotian Cui
Lin Zhang
Bo Wang
DiffMGNN
275
6
0
05 Jan 2020
Cooperative Initialization based Deep Neural Network Training
Cooperative Initialization based Deep Neural Network TrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Pravendra Singh
Munender Varshney
Vinay P. Namboodiri
ODL
231
15
0
05 Jan 2020
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for
  Implicit Motion Estimation and Compensation
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and CompensationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Xiaohong Liu
Lingshi Kong
Yang Zhou
Jiying Zhao
Jun Chen
SupR
160
22
0
05 Jan 2020
A Comprehensive and Modularized Statistical Framework for Gradient Norm
  Equality in Deep Neural Networks
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zhaodong Chen
Lei Deng
Bangyan Wang
Guoqi Li
Yuan Xie
252
30
0
01 Jan 2020
Scalable NAS with Factorizable Architectural Parameters
Scalable NAS with Factorizable Architectural Parameters
Lanfei Wang
Lingxi Xie
Tianyi Zhang
Jun Guo
Qi Tian
168
3
0
31 Dec 2019
5D Light Field Synthesis from a Monocular Video
5D Light Field Synthesis from a Monocular VideoInternational Conference on Pattern Recognition (ICPR), 2019
K. Bae
Andre Ivan
Hajime Nagahara
I. Park
MDE
114
6
0
23 Dec 2019
Counterfactual Evaluation of Treatment Assignment Functions with
  Networked Observational Data
Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational DataSDM (SDM), 2019
Ruocheng Guo
Jundong Li
Huan Liu
CMLOffRL
175
22
0
22 Dec 2019
A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic
  Retinopathy Tasks
A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks
Angelos Filos
Sebastian Farquhar
Aidan Gomez
Tim G. J. Rudner
Zachary Kenton
Lewis Smith
Milad Alizadeh
A. D. Kroon
Y. Gal
BDLAAMLOODUQCV
283
121
0
22 Dec 2019
A Deep Neuro-Fuzzy Network for Image Classification
A Deep Neuro-Fuzzy Network for Image Classification
Omolbanin Yazdanbakhsh
S. Dick
76
26
0
22 Dec 2019
Unsupervised Domain Adversarial Self-Calibration for
  Electromyographic-based Gesture Recognition
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture RecognitionIEEE Access (IEEE Access), 2019
Ulysse Côté-Allard
Gabriel Gagnon-Turcotte
A. Phinyomark
K. Glette
Erik J. Scheme
François Laviolette
Benoit Gosselin
339
56
0
21 Dec 2019
Quantifying the effect of representations on task complexity
Quantifying the effect of representations on task complexityNeural Information Processing Systems (NeurIPS), 2019
J. Zilly
Lorenz Hetzel
A. Censi
Emilio Frazzoli
98
1
0
19 Dec 2019
CPGAN: Full-Spectrum Content-Parsing Generative Adversarial Networks for
  Text-to-Image Synthesis
CPGAN: Full-Spectrum Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis
Jiadong Liang
Wenjie Pei
Feng Lu
GAN
172
19
0
18 Dec 2019
Real-Time Object Detection and Localization in Compressive Sensed Video
  on Embedded Hardware
Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware
Y. Bethi
Sathyaprakash Narayanan
Venkat Rangan
Chetan Singh Thakur
109
2
0
18 Dec 2019
A Transferable Adaptive Domain Adversarial Neural Network for Virtual
  Reality Augmented EMG-Based Gesture Recognition
A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition
Ulysse Côté-Allard
Gabriel Gagnon-Turcotte
A. Phinyomark
K. Glette
Erik J. Scheme
François Laviolette
Benoit Gosselin
124
8
0
16 Dec 2019
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical
  Instruments
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments
Mert Kayhan
Okan Kopuklu
Mhd Hasan Sarhan
Mehmet Yigitsoy
Abouzar Eslami
Gerhard Rigoll
217
5
0
10 Dec 2019
Interpreting Deep Learning Features for Myoelectric Control: A
  Comparison with Handcrafted Features
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted FeaturesFrontiers in Bioengineering and Biotechnology (Front. Bioeng. Biotechnol.), 2019
Ulysse Côté-Allard
Evan Campbell
A. Phinyomark
François Laviolette
Benoit Gosselin
Erik J. Scheme
251
106
0
30 Nov 2019
Contrastive Learning of Structured World Models
Contrastive Learning of Structured World ModelsInternational Conference on Learning Representations (ICLR), 2019
Thomas Kipf
Elise van der Pol
Max Welling
OCLDRL
409
305
0
27 Nov 2019
Noise Robust Generative Adversarial Networks
Noise Robust Generative Adversarial NetworksComputer Vision and Pattern Recognition (CVPR), 2019
Takuhiro Kaneko
Tatsuya Harada
NoLaOOD
281
31
0
26 Nov 2019
Artificial neural networks in action for an automated cell-type
  classification of biological neural networks
Artificial neural networks in action for an automated cell-type classification of biological neural networksIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2019
Eirini Troullinou
G. Tsagkatakis
Spyridon Chavlis
G. Turi
Wen-Ke Li
A. Losonczy
P. Tsakalides
Panayiota Poirazi
195
13
0
22 Nov 2019
DeepLABNet: End-to-end Learning of Deep Radial Basis Networks with Fully
  Learnable Basis Functions
DeepLABNet: End-to-end Learning of Deep Radial Basis Networks with Fully Learnable Basis Functions
Andrew Hryniowski
A. Wong
126
12
0
21 Nov 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs
Shuang Zhang
Ada Zhen
R. Stevenson
82
16
0
19 Nov 2019
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