Self-Normalizing Neural Networks

8 June 2017

Papers citing "Self-Normalizing Neural Networks"

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Title
Trajectory Normalized Gradients for Distributed Optimization Jianqiao Wangni Ke Li Jianbo Shi Jitendra Malik 11 2 0 24 Jan 2019
Disentangling Video with Independent Prediction William F. Whitney Rob Fergus CML CoGe OCL DRL 38 1 0 17 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 17 76 0 09 Jan 2019
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks Swalpa Kumar Roy Suvojit Manna S. Dubey B. B. Chaudhuri 13 49 0 01 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 18 124 0 31 Dec 2018
Supervised Domain Enablement Attention for Personalized Domain Classification Joo-Kyung Kim Young-Bum Kim 33 10 0 18 Dec 2018
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature Franz J. Király Bilal A. Mateen R. Sonabend 18 10 0 18 Dec 2018
Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learning Hock Hung Chieng Noorhaniza Wahid P. Ong Sai Raj Kishore Perla 16 41 0 15 Dec 2018
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 14 34 0 14 Dec 2018
Guided Dropout Rohit Keshari Richa Singh Mayank Vatsa BDL 26 37 0 10 Dec 2018
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks Xiaoyong Yuan Zheng Feng Matthew Norton Xiaolin Li 6 24 0 08 Dec 2018
Attention Boosted Sequential Inference Model Guanyu Li Pengfei Zhang Caiyan Jia 21 3 0 05 Dec 2018
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model Haichuan Yang Yuhao Zhu Ji Liu 28 40 0 05 Dec 2018
EENMF: An End-to-End Neural Matching Framework for E-Commerce Sponsored Search Wenjin Wu Guojun Liu Hui Ye Chenshuang Zhang Tianshu Wu Daorui Xiao Wei Lin Xiaoyu Zhu 27 8 0 04 Dec 2018
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation Md Shamim Hussain M. A. Haque 23 48 0 01 Dec 2018
The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and Implementation S. Safaei Vahid Safaei Solmazi Safaei Zerotti Woods H. Arabnia Juan B. Gutierrez 20 0 0 28 Nov 2018
SOC: hunting the underground inside story of the ethereum Social-network Opinion and Comment TonTon Hsien-De Huang Po-Wei Hong Ying-Tse Lee Yi-Lun Wang Chi-Leong Lok Hung-Yu kao 25 2 0 27 Nov 2018
Neural Non-Stationary Spectral Kernel Sami Remes Markus Heinonen Samuel Kaski BDL 16 9 0 27 Nov 2018
Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets with Multi-stream Inputs Chaoyun Zhang Rui Li Woojin Kim Daesub Yoon P. Patras 31 49 0 22 Nov 2018
Regularizing by the Variance of the Activations' Sample-Variances Etai Littwin Lior Wolf VLM 15 12 0 21 Nov 2018
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 22 35 0 21 Nov 2018
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Chuxu Zhang Dongjin Song Yuncong Chen Xinyang Feng C. Lumezanu Wei Cheng Jingchao Ni Bo Zong Haifeng Chen Nitesh V. Chawla AI4TS 13 691 0 20 Nov 2018
Higher-order Network for Action Recognition Jie Shao Xiangyang Xue 11 0 0 19 Nov 2018
Deep Determinantal Point Processes Mike Gartrell Elvis Dohmatob Jon Alberdi 8 4 0 17 Nov 2018
SGR: Self-Supervised Spectral Graph Representation Learning Anton Tsitsulin Davide Mottin Panagiotis Karras A. Bronstein Emmanuel Müller SSL 12 6 0 15 Nov 2018
Modality Attention for End-to-End Audio-visual Speech Recognition Pan Zhou Wenwen Yang Wei Chen Yanfeng Wang Jia Jia 24 69 0 13 Nov 2018
Activation Functions: Comparison of trends in Practice and Research for Deep Learning S. Bodenstedt Dominik Rivoir A. Gachagan S. T. Mees 9 1,268 0 08 Nov 2018
Linear Memory Networks Xi Chen Ali Ghadirzadeh Mårten Björkman KELM 20 8 0 08 Nov 2018
Quasi-random sampling for multivariate distributions via generative neural networks Marius Hofert Avinash Prasad Mu Zhu 14 14 0 01 Nov 2018
A Streamlined Encoder/Decoder Architecture for Melody Extraction Tsung-Han Hsieh Li Su Yi-Hsuan Yang 17 52 0 30 Oct 2018
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks Muhammad Abdullah Hanif Rachmad Vidya Wicaksana Putra Muhammad Tanvir R. Hafiz Semeen Rehman Muhammad Shafique 9 17 0 30 Oct 2018
A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks Alberto Marchisio Muhammad Abdullah Hanif Semeen Rehman Maurizio Martina Muhammad Shafique 27 11 0 27 Oct 2018
Batch Normalization Sampling Zhaodong Chen Lei Deng Guoqi Li Jiawei Sun Xing Hu Xin Ma Yuan Xie 16 0 0 25 Oct 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 6 260 0 23 Oct 2018
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning Jacky Liang Viktor Makoviychuk Ankur Handa N. Chentanez Miles Macklin Dieter Fox AI4CE 18 182 0 12 Oct 2018
Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network Masayuki Tanaka 27 54 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 25 63 0 02 Oct 2018
Unsupervised Emergence of Spatial Structure from Sensorimotor Prediction Alban Laflaquière Michael Garcia Ortiz 4 3 0 02 Oct 2018
Aggregation of binary feature descriptors for compact scene model representation in large scale structure-from-motion applications J. Komorowski Tomasz Trzciñski 3DPC 3DV 9 0 0 28 Sep 2018
SConE: Siamese Constellation Embedding Descriptor for Image Matching Tomasz Trzciñski J. Komorowski Lukasz Dabala K. Czarnota Grzegorz Kurzejamski Simon Lynen 14 10 0 28 Sep 2018
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function W. Tarnowski P. Warchol Stanislaw Jastrzebski Jacek Tabor M. Nowak 16 37 0 24 Sep 2018
Orthogonally Decoupled Variational Gaussian Processes Hugh Salimbeni Ching-An Cheng Byron Boots M. Deisenroth 11 43 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 17 50 0 22 Sep 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 8 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 25 100 0 08 Sep 2018
Embedding Multimodal Relational Data for Knowledge Base Completion Pouya Pezeshkpour Liyan Chen Sameer Singh 12 125 0 05 Sep 2018
Diverse and Coherent Paragraph Generation from Images Moitreya Chatterjee A. Schwing 19 66 0 03 Sep 2018
Data Dropout: Optimizing Training Data for Convolutional Neural Networks Tianyang Wang Jun Huan Bo Li OOD 14 56 0 01 Sep 2018
Dropout with Tabu Strategy for Regularizing Deep Neural Networks Zongjie Ma A. Sattar Jun Zhou Qingliang Chen Kaile Su 14 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 12 38 0 22 Aug 2018