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Self-Normalizing Neural Networks

Neural Information Processing Systems (NeurIPS), 2017

8 June 2017

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Papers citing "Self-Normalizing Neural Networks"

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Title
Orthogonally Decoupled Variational Gaussian ProcessesNeural Information Processing Systems (NeurIPS), 2018 Hugh Salimbeni Ching-An Cheng Byron Boots M. Deisenroth 279 45 0 24 Sep 2018
Design Space Exploration of Neural Network Activation Function Circuits Tao Yang Yadong Wei Zhaopeng Tu Haolun Zeng Michel A. Kinsy Nanning Zheng Pengju Ren 100 53 0 22 Sep 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 265 78 0 12 Sep 2018
Efficient and Robust Parallel DNN Training through Model Parallelism on Multi-GPU Platform Chi-Chung Chen Chia-Lin Yang Hsiang-Yun Cheng 252 105 0 08 Sep 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 182 145 0 05 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee Alex Schwing 122 67 0 03 Sep 2018
Data Dropout: Optimizing Training Data for Convolutional Neural Networks Tianyang Wang Jun Huan Bo Li OOD 133 61 0 01 Sep 2018
Dropout with Tabu Strategy for Regularizing Deep Neural Networks Zongjie Ma A. Sattar Jun Zhou Qingliang Chen Kaile Su 155 6 0 29 Aug 2018
An Attention-Gated Convolutional Neural Network for Sentence Classification Yang Liu Lixin Ji Ruiyang Huang Tuosiyu Ming Chao Gao Jianpeng Zhang 180 44 0 22 Aug 2018
Collapse of Deep and Narrow Neural Nets Lu Lu Yanhui Su George Karniadakis ODL 217 164 0 15 Aug 2018
Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks Nikola B. Kovachki Andrew M. Stuart BDL 257 150 0 10 Aug 2018
DeepMag: Source Specific Motion Magnification Using Gradient Ascent W. Chen Daniel J. McDuff MedIm 124 18 0 09 Aug 2018
Robust Implicit Backpropagation Francois Fagan G. Iyengar 121 1 0 07 Aug 2018
DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome B. Azarkhalili A. Saberi H. Chitsaz A. Sharifi-Zarchi AI4CE 111 0 0 07 Aug 2018
The Quest for the Golden Activation Function Mina Basirat P. Roth 132 54 0 02 Aug 2018
Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers Vahid Mirjalili S. Raschka Arun Ross PICV 107 52 0 31 Jul 2018
Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs) Guoqiang Zhang Hao Li 107 11 0 26 Jul 2018
Visual Mesh: Real-time Object Detection Using Constant Sample Density Trent Houliston Stephan Chalup ObjD 3DH 130 10 0 23 Jul 2018
Siamese Survival Analysis with Competing RisksInternational Conference on Artificial Neural Networks (ICANN), 2018 Anton Nemchenko T. Kyono M. Schaar 100 5 0 16 Jul 2018
Parametric generation of conditional geological realizations using generative neural networks Shing Chan A. Elsheikh OOD GAN AI4CE 233 115 0 13 Jul 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 260 63 0 11 Jul 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online LearningPrague Bulletin of Mathematical Linguistics (PBML), 2018 Álvaro Peris F. Casacuberta KELM HAI 213 21 0 09 Jul 2018
Robust and Scalable Differentiable Neural Computer for Question Answering Jörg Franke Jan Niehues A. Waibel OOD 99 24 0 07 Jul 2018
Parallel Convolutional Networks for Image Recognition via a DiscriminatorAsian Conference on Computer Vision (ACCV), 2017 Shiqi Yang G. Peng 113 3 0 06 Jul 2018
Punctuation Prediction Model for Conversational SpeechInterspeech (Interspeech), 2018 Piotr Żelasko Piotr Szymañski Jan Mizgajski Adrian Szymczak Yishay Carmiel Najim Dehak 93 56 0 02 Jul 2018
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data Yanru Qu Bohui Fang Weinan Zhang Ruiming Tang Minzhe Niu Huifeng Guo Yong Yu Xiuqiang He 176 203 0 01 Jul 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance RatesInterspeech (Interspeech), 2018 Joo-Kyung Kim Young-Bum Kim 171 53 0 29 Jun 2018
DeepTag: inferring all-cause diagnoses from clinical notes in under-resourced medical domain Allen Nie Ashley M. Zehnder R. Page A. L. Pineda Manuel A. Rivas C. Bustamante James Zou 107 2 0 28 Jun 2018
Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks L. R. Sütfeld Flemming Brieger Holger Finger S. Füllhase G. Pipa 83 35 0 26 Jun 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 304 73 0 25 Jun 2018
A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast Igor Oliveira R. L. F. Cunha B. Silva M. Netto 82 72 0 25 Jun 2018
Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning A. Hess Raphael Meier Johannes Kaesmacher Simon Jung Fabien Scalzo D. Liebeskind Roland Wiest Richard McKinley MedIm 123 15 0 11 Jun 2018
Y-Net: A deep Convolutional Neural Network for Polyp Detection A. Mohammed Sule YAYILGAN YILDIRIM I. Farup Marius Pedersen Ø. Hovde MedIm 122 66 0 05 Jun 2018
The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks George Philipp J. Carbonell 101 14 0 01 Jun 2018
Understanding Batch Normalization Johan Bjorck Daniel Schwalbe-Koda B. Selman Kilian Q. Weinberger 569 705 0 01 Jun 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 124 500 0 30 May 2018
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas Aleksander Madry ODL 448 1,665 0 29 May 2018
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization Jonas Köhler Hadi Daneshmand Aurelien Lucchi M. Zhou K. Neymeyr Thomas Hofmann 260 96 0 27 May 2018
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books Suraj Maharjan Sudipta Kar Manuel Montes-y-Gómez Fabio Gonzalez Thamar Solorio 125 36 0 24 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 268 3 0 23 May 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization Sebastian Flennerhag Hujun Yin J. Keane Mark Elliot 189 12 0 22 May 2018
On the Selection of Initialization and Activation Function for Deep Neural Networks Soufiane Hayou Arnaud Doucet Judith Rousseau ODL 121 77 0 21 May 2018
Feedback-Based Tree Search for Reinforcement Learning Daniel R. Jiang E. Ekwedike Han Liu 221 30 0 15 May 2018
Doing the impossible: Why neural networks can be trained at all Nathan Oken Hodas P. Stinis AI4CE 162 21 0 13 May 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen 159 44 0 08 May 2018
Gaussian Process Behaviour in Wide Deep Neural Networks A. G. Matthews Mark Rowland Jiri Hron Richard Turner Zoubin Ghahramani BDL 409 592 0 30 Apr 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 251 12 0 29 Apr 2018
Detection of Glottal Closure Instants from Raw Speech using Convolutional Neural Networks Mohit Goyal Varun Srivastava P. PrathoshA. 190 2 0 26 Apr 2018
Efficient Large-Scale Domain Classification with Personalized Attention Young-Bum Kim Dongchan Kim Anjishnu Kumar R. Sarikaya 134 21 0 22 Apr 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language UnderstandingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2018 Young-Bum Kim Dongchan Kim Joo-Kyung Kim R. Sarikaya 113 25 0 22 Apr 2018