Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 866 papers shown

Title
Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks Nikola B. Kovachki Andrew M. Stuart BDL 42 136 0 10 Aug 2018
DeepMag: Source Specific Motion Magnification Using Gradient Ascent W. Chen Daniel J. McDuff MedIm 26 16 0 09 Aug 2018
Robust Implicit Backpropagation Francois Fagan G. Iyengar 6 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 10 0 0 07 Aug 2018
The Quest for the Golden Activation Function Mina Basirat P. Roth 11 53 0 02 Aug 2018
Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers Vahid Mirjalili S. Raschka Arun Ross PICV 24 47 0 31 Jul 2018
Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs) Guoqiang Zhang Hao Li 6 10 0 26 Jul 2018
Visual Mesh: Real-time Object Detection Using Constant Sample Density Trent Houliston Stephan Chalup ObjD 3DH 22 10 0 23 Jul 2018
Siamese Survival Analysis with Competing Risks Anton Nemchenko T. Kyono M. Schaar 11 5 0 16 Jul 2018
Parametric generation of conditional geological realizations using generative neural networks Shing Chan A. Elsheikh OOD GAN AI4CE 21 101 0 13 Jul 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 13 58 0 11 Jul 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 22 21 0 09 Jul 2018
Robust and Scalable Differentiable Neural Computer for Question Answering Jörg Franke J. Niehues A. Waibel OOD 13 24 0 07 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 13 3 0 06 Jul 2018
Punctuation Prediction Model for Conversational Speech Piotr Żelasko Piotr Szymañski Jan Mizgajski Adrian Szymczak Yishay Carmiel Najim Dehak 14 54 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 9 179 0 01 Jul 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Joo-Kyung Kim Young-Bum Kim 17 51 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 11 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 20 28 0 26 Jun 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 24 64 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 6 63 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 16 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 16 63 0 05 Jun 2018
The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks George Philipp J. Carbonell 15 14 0 01 Jun 2018
Understanding Batch Normalization Johan Bjorck Carla P. Gomes B. Selman Kilian Q. Weinberger 18 593 0 01 Jun 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 31 463 0 30 May 2018
How Does Batch Normalization Help Optimization? Shibani Santurkar Dimitris Tsipras Andrew Ilyas A. Madry ODL 27 1,521 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 15 91 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 19 37 0 24 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 10 2 0 23 May 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization Sebastian Flennerhag Hujun Yin J. Keane Mark Elliot 14 12 0 22 May 2018
On the Selection of Initialization and Activation Function for Deep Neural Networks Soufiane Hayou Arnaud Doucet Judith Rousseau ODL 8 75 0 21 May 2018
Feedback-Based Tree Search for Reinforcement Learning Daniel R. Jiang E. Ekwedike Han Liu 14 29 0 15 May 2018
Doing the impossible: Why neural networks can be trained at all Nathan Oken Hodas P. Stinis AI4CE 18 19 0 13 May 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavas N. Mrksic Anna Korhonen 26 43 0 08 May 2018
Gaussian Process Behaviour in Wide Deep Neural Networks A. G. Matthews Mark Rowland Jiri Hron Richard Turner Zoubin Ghahramani BDL 30 548 0 30 Apr 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 32 12 0 29 Apr 2018
Detection of Glottal Closure Instants from Raw Speech using Convolutional Neural Networks Mohit Goyal Varun Srivastava P. PrathoshA. 17 2 0 26 Apr 2018
Efficient Large-Scale Domain Classification with Personalized Attention Young-Bum Kim Dongchan Kim Anjishnu Kumar R. Sarikaya 16 22 0 22 Apr 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding Young-Bum Kim Dongchan Kim Joo-Kyung Kim R. Sarikaya 21 24 0 22 Apr 2018
PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation A. Molino Michael Gygli 6 39 0 18 Apr 2018
Developing Synthesis Flows Without Human Knowledge Cunxi Yu Houping Xiao G. Micheli 11 88 0 16 Apr 2018
Building robust prediction models for defective sensor data using Artificial Neural Networks A. Shekar C. S.A. Hugo Ferreira Carlos Soares 15 3 0 16 Apr 2018
Comparison of non-linear activation functions for deep neural networks on MNIST classification task Dabal Pedamonti 11 185 0 08 Apr 2018
Generative Visual Rationales J. Seah Jennifer S. N. Tang Andy Kitchen Jonathan Seah MedIm 11 1 0 04 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 14 465 0 02 Apr 2018
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments L. Kidzinski Sharada Mohanty Carmichael F. Ong Zhewei Huang Shuchang Zhou ... Sean F. Carroll Jennifer Hicks Sergey Levine M. Salathé Scott L. Delp 19 87 0 02 Apr 2018
Feed-forward Uncertainty Propagation in Belief and Neural Networks Alexander Shekhovtsov B. Flach M. Busta 20 4 0 28 Mar 2018
Normalization of Neural Networks using Analytic Variance Propagation Alexander Shekhovtsov B. Flach 17 6 0 28 Mar 2018
Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery Kristina Preuer Philipp Renz Thomas Unterthiner Sepp Hochreiter G. Klambauer MedIm 23 324 0 26 Mar 2018