Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

50 / 866 papers shown

Title
Online Second Order Methods for Non-Convex Stochastic Optimizations Xi-Lin Li OffRL ODL 23 4 0 26 Mar 2018
Generalized Hadamard-Product Fusion Operators for Visual Question Answering Brendan Duke Graham W. Taylor 28 8 0 26 Mar 2018
Lifting Layers: Analysis and Applications Peter Ochs Tim Meinhardt Laura Leal-Taixe Michael Möller 19 7 0 23 Mar 2018
Deep learning improved by biological activation functions Gardave S. Bhumbra 9 6 0 19 Mar 2018
Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision V. Kumar Stefan Milz Martin Simon Christian Witt Karl Amende Johannes Petzold S. Yogamani Timo Pech MDE 15 48 0 16 Mar 2018
Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion Zhourong Chen Xiaopeng Li N. Zhang 6 2 0 16 Mar 2018
Neural Network Quine Oscar Chang Hod Lipson 11 23 0 15 Mar 2018
Deep Architectures for Learning Context-dependent Ranking Functions Karlson Pfannschmidt Pritha Gupta Eyke Hüllermeier 11 10 0 15 Mar 2018
Building Sparse Deep Feedforward Networks using Tree Receptive Fields Xiaopeng Li Zhourong Chen N. Zhang 11 0 0 14 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 36 1,303 0 12 Mar 2018
Generating Artificial Data for Private Deep Learning Aleksei Triastcyn Boi Faltings 13 48 0 08 Mar 2018
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images Yuxin Cui Guiying Zhang Zhonghao Liu Zheng Xiong Jianjun Hu 14 116 0 07 Mar 2018
ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content Demetris Marnerides Thomas Bashford-Rogers Jonathan Hatchett Kurt Debattista 19 264 0 06 Mar 2018
Norm matters: efficient and accurate normalization schemes in deep networks Elad Hoffer Ron Banner Itay Golan Daniel Soudry OffRL 12 178 0 05 Mar 2018
How to Start Training: The Effect of Initialization and Architecture Boris Hanin David Rolnick 8 254 0 05 Mar 2018
Complex-valued Neural Networks with Non-parametric Activation Functions Simone Scardapane S. Van Vaerenbergh Amir Hussain A. Uncini 20 81 0 22 Feb 2018
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations Arash Vahdat W. Macready Zhengbing Bian Amir Khoshaman Evgeny Andriyash 37 75 0 14 Feb 2018
Learning Deep Convolutional Networks for Demosaicing Nai-Sheng Syu Yu-Sheng Chen Yung-Yu Chuang 24 74 0 11 Feb 2018
Small nonlinearities in activation functions create bad local minima in neural networks Chulhee Yun S. Sra Ali Jadbabaie ODL 20 93 0 10 Feb 2018
VIBNN: Hardware Acceleration of Bayesian Neural Networks R. Cai Ao Ren Ning Liu Caiwen Ding Luhao Wang Xuehai Qian Massoud Pedram Yanzhi Wang BDL 34 87 0 02 Feb 2018
Learning Combinations of Activation Functions Franco Manessi A. Rozza AI4CE 21 54 0 29 Jan 2018
E-swish: Adjusting Activations to Different Network Depths Eric Alcaide LLMSV 24 35 0 22 Jan 2018
Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image Siyeong Lee Gwon Hwan An Suk-ju Kang 3DV 17 105 0 19 Jan 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 16 309 0 16 Jan 2018
Which Neural Net Architectures Give Rise To Exploding and Vanishing Gradients? Boris Hanin 12 254 0 11 Jan 2018
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines D. Charte F. Charte S. García M. J. D. Jesus Francisco Herrera 30 256 0 04 Jan 2018
Learning to Run with Actor-Critic Ensemble Zhewei Huang Shuchang Zhou BoEr Zhuang Xinyu Zhou OffRL 6 24 0 25 Dec 2017
A Flexible Approach to Automated RNN Architecture Generation Martin Schrimpf Stephen Merity James Bradbury R. Socher 21 15 0 20 Dec 2017
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 22 1,605 0 19 Dec 2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 24 685 0 18 Dec 2017
Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients Joel Lehman Jay Chen Jeff Clune Kenneth O. Stanley 15 93 0 18 Dec 2017
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network E. Bonmati Yipeng Hu Nikhil Sindhwani H. Dietz Jan D'hooge D. Barratt Jan Deprest Tom Kamiel Magda Vercauteren 23 30 0 18 Dec 2017
The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions George Philipp D. Song J. Carbonell ODL 27 46 0 15 Dec 2017
Pointwise Convolutional Neural Networks Binh-Son Hua Minh-Khoi Tran Sai-Kit Yeung 3DPC 3DV 11 500 0 14 Dec 2017
Over the Air Deep Learning Based Radio Signal Classification Tim O'Shea Tamoghna Roy T. Clancy 11 1,064 0 13 Dec 2017
Solving internal covariate shift in deep learning with linked neurons Carles Roger Riera Molina O. Vila OffRL 13 3 0 07 Dec 2017
SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties Garrett B. Goh Nathan Oken Hodas Charles Siegel Abhinav Vishnu 22 139 0 06 Dec 2017
Gaussian Process Neurons Learn Stochastic Activation Functions Sebastian Urban Marcus Basalla Patrick van der Smagt BDL 33 4 0 29 Nov 2017
Predicting Adolescent Suicide Attempts with Neural Networks Harish S. Bhat S. Goldman-Mellor 16 26 0 28 Nov 2017
Application of generative autoencoder in de novo molecular design T. Blaschke Marcus Olivecrona O. Engkvist J. Bajorath Hongming Chen AI4CE 28 342 0 21 Nov 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando De la Torre Irwin King Michael R. Lyu GAN 24 35 0 17 Nov 2017
A unified deep artificial neural network approach to partial differential equations in complex geometries Jens Berg K. Nystrom AI4CE 27 578 0 17 Nov 2017
Improving Palliative Care with Deep Learning Anand Avati Kenneth Jung S. Harman L. Downing A. Ng N. Shah 11 367 0 17 Nov 2017
An Iterative Closest Points Approach to Neural Generative Models Joose Rajamäki Perttu Hämäläinen 3DPC 13 1 0 16 Nov 2017
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat Miao Sun Ronan Fablet E. Mason P. Tandeo Ge Chen 14 140 0 10 Nov 2017
Deformable Deep Convolutional Generative Adversarial Network in Microwave Based Hand Gesture Recognition System Jiajun Zhang Zhiguo Shi 13 11 0 06 Nov 2017
Empirical analysis of non-linear activation functions for Deep Neural Networks in classification tasks Giovanni Alcantara 17 16 0 30 Oct 2017
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs) B. Carlile G. Delamarter Paul Kinney Akiko Marti Brian Whitney 24 42 0 27 Oct 2017
Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis Mohammad Malekzadeh R. Clegg Hamed Haddadi 6 72 0 18 Oct 2017
RETUYT in TASS 2017: Sentiment Analysis for Spanish Tweets using SVM and CNN Aiala Rosá Luis Chiruzzo Mathías Etcheverry Santiago Castro 11 7 0 17 Oct 2017