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Self-Normalizing Neural Networks
v1v2v3v4v5 (latest)

Self-Normalizing Neural Networks

Neural Information Processing Systems (NeurIPS), 2017
8 June 2017
Günter Klambauer
Thomas Unterthiner
Andreas Mayr
Sepp Hochreiter
ArXiv (abs)PDFHTMLGithub (1585★)

Papers citing "Self-Normalizing Neural Networks"

50 / 926 papers shown
Data-Driven Permanent Magnet Temperature Estimation in Synchronous
  Motors with Supervised Machine Learning
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine LearningIEEE transactions on energy conversion (IEEE Trans. Energy Convers.), 2020
Wilhelm Kirchgässner
Oliver Wallscheid
J. Böcker
79
88
0
17 Jan 2020
Restricting the Flow: Information Bottlenecks for Attribution
Restricting the Flow: Information Bottlenecks for AttributionInternational Conference on Learning Representations (ICLR), 2020
Karl Schulz
Leon Sixt
Federico Tombari
Tim Landgraf
FAtt
591
208
0
02 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
Seek and You Will Find: A New Optimized Framework for Efficient
  Detection of Pedestrian
Seek and You Will Find: A New Optimized Framework for Efficient Detection of PedestrianIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2018
Sudip Das
P. Mukherjee
Ujjwal Bhattacharya
49
1
0
21 Dec 2019
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
Tiago Alves
Alberto H. F. Laender
Adriano Veloso
N. Ziviani
OOD
112
44
0
20 Dec 2019
Group-Connected Multilayer Perceptron Networks
Group-Connected Multilayer Perceptron Networks
Mohammad Kachuee
Sajad Darabi
Shayan Fazeli
Majid Sarrafzadeh
AI4CE
170
2
0
20 Dec 2019
Discriminative Sentence Modeling for Story Ending Prediction
Discriminative Sentence Modeling for Story Ending PredictionAAAI Conference on Artificial Intelligence (AAAI), 2019
Yiming Cui
Wanxiang Che
Weinan Zhang
Ting Liu
Shijin Wang
Guoping Hu
111
14
0
19 Dec 2019
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and
  Genomic Features for Cancer Diagnosis and Prognosis
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and PrognosisIEEE Transactions on Medical Imaging (TMI), 2019
Richard J. Chen
Ming Y. Lu
Jingwen Wang
Drew F. K. Williamson
S. Rodig
N. Lindeman
Faisal Mahmood
366
526
0
18 Dec 2019
Convolutional Dictionary Pair Learning Network for Image Representation
  Learning
Convolutional Dictionary Pair Learning Network for Image Representation LearningEuropean Conference on Artificial Intelligence (ECAI), 2019
Zhao Zhang
Yulin Sun
Yang Wang
Zhengjun Zha
Shuicheng Yan
Meng Wang
330
7
0
17 Dec 2019
Sparsely Grouped Input Variables for Neural Networks
Sparsely Grouped Input Variables for Neural Networks
Beibin Li
Nicholas Nuechterlein
E. Barney
C. Hudac
P. Ventola
Linda G. Shapiro
Frederick Shic
175
1
0
29 Nov 2019
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations
  with Multi-Task Learning
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task LearningAAAI Conference on Artificial Intelligence (AAAI), 2019
Daojian Zeng
Haoran Zhang
Qianying Liu
228
198
0
24 Nov 2019
Cross-modal representation alignment of molecular structure and
  perturbation-induced transcriptional profiles
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles
S. G. Finlayson
Matthew B. A. McDermott
Alex V. Pickering
S. Lipnick
I. Kohane
60
1
0
22 Nov 2019
Approximated Orthonormal Normalisation in Training Neural Networks
Approximated Orthonormal Normalisation in Training Neural Networks
Guoqiang Zhang
Kenta Niwa
W. Kleijn
148
3
0
21 Nov 2019
Survival and Neural Models for Private Equity Exit Prediction
Survival and Neural Models for Private Equity Exit PredictionIFAC-PapersOnLine (IFAC-PapersOnLine), 2019
G. Calafiore
M. H. Morales
Vittorio Tiozzo
Giulia Fracastoro
Serge Marquié
76
4
0
19 Nov 2019
Understanding and Improving Layer Normalization
Understanding and Improving Layer NormalizationNeural Information Processing Systems (NeurIPS), 2019
Jingjing Xu
Xu Sun
Zhiyuan Zhang
Guangxiang Zhao
Junyang Lin
FAtt
321
459
0
16 Nov 2019
Detecting cutaneous basal cell carcinomas in ultra-high resolution and
  weakly labelled histopathological images
Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images
S. Kimeswenger
Elisabeth Rumetshofer
M. Hofmarcher
P. Tschandl
Harald Kittler
Sepp Hochreiter
W. Hötzenecker
Günter Klambauer
MedIm
160
5
0
14 Nov 2019
Privacy and Utility Preserving Sensor-Data Transformations
Privacy and Utility Preserving Sensor-Data TransformationsPervasive and Mobile Computing (PMC), 2019
Mohammad Malekzadeh
R. Clegg
Andrea Cavallaro
Hamed Haddadi
104
36
0
14 Nov 2019
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures
  for Real-world Verification
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world VerificationAAAI Conference on Artificial Intelligence (AAAI), 2019
Songxuan Lai
Lianwen Jin
Luojun Lin
Yecheng Zhu
Huiyun Mao
96
31
0
13 Nov 2019
MERIT: Tensor Transform for Memory-Efficient Vision Processing on
  Parallel Architectures
MERIT: Tensor Transform for Memory-Efficient Vision Processing on Parallel Architectures
Yu-Sheng Lin
Wei-Chao Chen
Shao-Yi Chien
116
6
0
07 Nov 2019
Fundamental Limits of Deep Graph Convolutional Networks
Fundamental Limits of Deep Graph Convolutional Networks
Abram Magner
Mayank Baranwal
Alfred Hero
GNN
190
7
0
28 Oct 2019
CXPlain: Causal Explanations for Model Interpretation under Uncertainty
CXPlain: Causal Explanations for Model Interpretation under UncertaintyNeural Information Processing Systems (NeurIPS), 2019
Patrick Schwab
W. Karlen
FAttCML
332
230
0
27 Oct 2019
Inherent Weight Normalization in Stochastic Neural Networks
Inherent Weight Normalization in Stochastic Neural NetworksNeural Information Processing Systems (NeurIPS), 2019
Georgios Detorakis
S. Dutta
A. Khanna
M. Jerry
S. Datta
Emre Neftci
OOD
129
7
0
27 Oct 2019
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained
  Visual Categorization
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual CategorizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019
Mina Basirat
P. Roth
134
13
0
27 Oct 2019
Deep 1D-Convnet for accurate Parkinson disease detection and severity
  prediction from gait
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gaitExpert systems with applications (ESWA), 2019
Imanne El Maâchi
Guillaume-Alexandre Bilodeau
W. Bouachir
325
229
0
25 Oct 2019
Divide-and-Conquer Adversarial Learning for High-Resolution Image and
  Video Enhancement
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement
Zhiwu Huang
D. Paudel
Guanju Li
Jiqing Wu
Radu Timofte
Luc Van Gool
177
4
0
23 Oct 2019
Privacy-preserving Federated Bayesian Learning of a Generative Model for
  Imbalanced Classification of Clinical Data
Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data
S. Hahn
Junghye Lee
FedML
193
5
0
18 Oct 2019
Semi-Supervised Variational Autoencoder for Survival Prediction
Semi-Supervised Variational Autoencoder for Survival Prediction
Sveinn Pálsson
Stefano Cerri
Andrea Dittadi
Koen van Leemput
DRL
82
5
0
10 Oct 2019
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units
  for speech recognition
SNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Atanas G. Atanasov
Tim Ng
Leo Liu
Henry Mason
Xiaodan Zhuang
Daben Liu
175
41
0
04 Oct 2019
Farkas layers: don't shift the data, fix the geometry
Farkas layers: don't shift the data, fix the geometry
Aram-Alexandre Pooladian
Chris Finlay
Adam M. Oberman
AI4CE
118
2
0
04 Oct 2019
Stacked Autoencoder Based Deep Random Vector Functional Link Neural
  Network for Classification
Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for ClassificationApplied Soft Computing (Appl Soft Comput), 2019
Rakesh Katuwal
Ponnuthurai Nagaratnam Suganthan
204
104
0
04 Oct 2019
RouteNet: Leveraging Graph Neural Networks for network modeling and
  optimization in SDN
RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDNIEEE Journal on Selected Areas in Communications (JSAC), 2019
Maik Ender
Pawel Swierczynski
Paul Almasan
Paul Martin Knopp
A. Cabellos-Aparicio
GNN
257
294
0
03 Oct 2019
Overparameterized Neural Networks Implement Associative Memory
Overparameterized Neural Networks Implement Associative MemoryProceedings of the National Academy of Sciences of the United States of America (PNAS), 2019
Adityanarayanan Radhakrishnan
M. Belkin
Caroline Uhler
BDL
221
78
0
26 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human
  sperm images
Genetic Neural Architecture Search for automatic assessment of human sperm imagesExpert systems with applications (ESWA), 2019
Erfan Miahi
Seyed Abolghasem Mirroshandel
Alexis Nasr
131
32
0
20 Sep 2019
Argumentative Relation Classification as Plausibility Ranking
Argumentative Relation Classification as Plausibility RankingConference on Natural Language Processing (NLP), 2019
Juri Opitz
158
15
0
19 Sep 2019
Scalable Gaussian Process Classification with Additive Noise for Various
  Likelihoods
Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods
Haitao Liu
Yew-Soon Ong
Ziwei Yu
Jianfei Cai
Xiaobo Shen
161
3
0
14 Sep 2019
Shapley Interpretation and Activation in Neural Networks
Shapley Interpretation and Activation in Neural Networks
Yadong Li
Xin Cui
TDIFAttLLMSV
164
4
0
13 Sep 2019
Unsupervised Learning and Exploration of Reachable Outcome Space
Unsupervised Learning and Exploration of Reachable Outcome SpaceIEEE International Conference on Robotics and Automation (ICRA), 2019
Giuseppe Paolo
Alban Laflaquière
Alexandre Coninx
Stéphane Doncieux
208
44
0
12 Sep 2019
diffGrad: An Optimization Method for Convolutional Neural Networks
diffGrad: An Optimization Method for Convolutional Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
S. Dubey
Soumendu Chakraborty
Swalpa Kumar Roy
Snehasis Mukherjee
S. Singh
B. B. Chaudhuri
ODL
359
214
0
12 Sep 2019
Machine Learning for Stochastic Parameterization: Generative Adversarial
  Networks in the Lorenz '96 Model
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 ModelJournal of Advances in Modeling Earth Systems (JAMES), 2019
D. Gagne
H. Christensen
A. Subramanian
A. Monahan
AI4CEBDL
295
153
0
10 Sep 2019
Differential Equation Units: Learning Functional Forms of Activation
  Functions from Data
Differential Equation Units: Learning Functional Forms of Activation Functions from DataAAAI Conference on Artificial Intelligence (AAAI), 2019
MohamadAli Torkamani
Shiv Shankar
Pedram Rooshenas
Phillip Wallis
38
3
0
06 Sep 2019
Approaching Machine Learning Fairness through Adversarial Network
Approaching Machine Learning Fairness through Adversarial Network
Xiaoqian Wang
Heng-Chiao Huang
FaML
95
8
0
06 Sep 2019
Unsupervised Clustering of Quantitative Imaging Phenotypes using
  Autoencoder and Gaussian Mixture Model
Unsupervised Clustering of Quantitative Imaging Phenotypes using Autoencoder and Gaussian Mixture ModelInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Jianan Chen
L. Milot
H. Cheung
Anne L. Martel
82
13
0
06 Sep 2019
Bandwidth Embeddings for Mixed-bandwidth Speech Recognition
Bandwidth Embeddings for Mixed-bandwidth Speech RecognitionInterspeech (Interspeech), 2019
G. Mantena
Ozlem Kalinli
Ossama Abdel-Hamid
Don McAllaster
75
5
0
05 Sep 2019
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks
  for Sentence Classification
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification
Yang Liu
Jianpeng Zhang
Chao Gao
Jinghua Qu
Lixin Ji
252
3
0
17 Aug 2019
Effect of Activation Functions on the Training of Overparametrized
  Neural Nets
Effect of Activation Functions on the Training of Overparametrized Neural NetsInternational Conference on Learning Representations (ICLR), 2019
A. Panigrahi
Abhishek Shetty
Navin Goyal
210
23
0
16 Aug 2019
Deep learning for Plankton and Coral Classification
Deep learning for Plankton and Coral ClassificationApplied Computing and Informatics (ACI), 2019
A. Lumini
L. Nanni
Gianluca Maguolo
161
70
0
15 Aug 2019
Natural-Logarithm-Rectified Activation Function in Convolutional Neural
  Networks
Natural-Logarithm-Rectified Activation Function in Convolutional Neural NetworksInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2019
Yang Liu
Jianpeng Zhang
Chao Gao
Jinghua Qu
Lixin Ji
FAtt
165
26
0
10 Aug 2019
Bayesian Inference for Large Scale Image Classification
Bayesian Inference for Large Scale Image Classification
Jonathan Heek
Nal Kalchbrenner
UQCVBDL
214
37
0
09 Aug 2019
Improved Adversarial Robustness by Reducing Open Space Risk via Tent
  Activations
Improved Adversarial Robustness by Reducing Open Space Risk via Tent Activations
Andras Rozsa
Terrance E. Boult
AAML
140
18
0
07 Aug 2019
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