Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

23 November 2015

Papers citing "Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)"

50 / 664 papers shown

Title
EndNet: Sparse AutoEncoder Network for Endmember Extraction and Hyperspectral Unmixing Savas Ozkan Berk Kaya G. Akar 23 190 0 06 Aug 2017
Training Deep AutoEncoders for Collaborative Filtering Oleksii Kuchaiev Boris Ginsburg 30 80 0 05 Aug 2017
Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment Matthias Dorfer A. Arzt Gerhard Widmer 33 43 0 31 Jul 2017
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions Kristof T. Schütt Pieter-Jan Kindermans Huziel Enoc Sauceda Felix Stefan Chmiela A. Tkatchenko K. Müller 40 1,049 0 26 Jun 2017
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition V. Iglovikov Sergey Mushinskiy V. Osin 29 167 0 19 Jun 2017
Self-Normalizing Neural Networks G. Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 61 2,483 0 08 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 25 121 0 03 Jun 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 11 117 0 01 Jun 2017
Discriminative k-shot learning using probabilistic models Matthias Bauer Mateo Rojas-Carulla J. Swiatkowski Bernhard Schölkopf Richard Turner VLM 18 71 0 01 Jun 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 17 266 0 31 May 2017
Cross-Domain Perceptual Reward Functions Ashley D. Edwards Srijan Sood Charles Isbell 27 7 0 25 May 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 66 727 0 24 May 2017
Thinking Fast and Slow with Deep Learning and Tree Search Thomas W. Anthony Zheng Tian David Barber 10 384 0 23 May 2017
Toward Low-Flying Autonomous MAV Trail Navigation using Deep Neural Networks for Environmental Awareness Nikolai Smolyanskiy A. Kamenev Jeffrey Smith Stan Birchfield 26 222 0 07 May 2017
Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany Tal Remez Emanuele Rodolà A. Bronstein M. Bronstein 3DPC 30 284 0 27 Apr 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 Apr 2017
A* CCG Parsing with a Supertag and Dependency Factored Model Masashi Yoshikawa Hiroshi Noji Yuji Matsumoto LRM 3DV 17 63 0 23 Apr 2017
Robust, Deep and Inductive Anomaly Detection Raghavendra Chalapathy A. Menon S. Chawla 16 161 0 22 Apr 2017
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 16 442 0 20 Apr 2017
Deep 6-DOF Tracking Mathieu Garon Jean-François Lalonde 3DPC 23 85 0 28 Mar 2017
Mixture of Counting CNNs: Adaptive Integration of CNNs Specialized to Specific Appearance for Crowd Counting Shohei Kumagai Kazuhiro Hotta Takio Kurita 30 73 0 28 Mar 2017
Active Convolution: Learning the Shape of Convolution for Image Classification Yunho Jeon Junmo Kim 21 170 0 27 Mar 2017
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks Mason McGill Pietro Perona 13 102 0 17 Mar 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 80 2,419 0 10 Mar 2017
Learning Gradient Descent: Better Generalization and Longer Horizons Kaifeng Lyu Shunhua Jiang Jian Li 9 113 0 10 Mar 2017
Improving the Neural GPU Architecture for Algorithm Learning Kārlis Freivalds Renars Liepins 20 43 0 28 Feb 2017
Activation Ensembles for Deep Neural Networks Mark Harmon Diego Klabjan 31 35 0 24 Feb 2017
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables Till Haug O. Ganea Paulina Grnarova LMTD ReLM LRM 25 38 0 21 Feb 2017
Convergence Results for Neural Networks via Electrodynamics Rina Panigrahy Sushant Sachdeva Qiuyi Zhang MLT MDE 26 22 0 01 Feb 2017
Imitating Driver Behavior with Generative Adversarial Networks Alex Kuefler Jeremy Morton T. Wheeler Mykel Kochenderfer GAN 16 405 0 24 Jan 2017
Oriented Response Networks Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao 16 259 0 07 Jan 2017
Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data Adhavan Jayabalan H. Karunakaran Shravan Murlidharan Tesia Shizume HAI 8 7 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 18 100 0 08 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 16 129 0 01 Dec 2016
Quad-networks: unsupervised learning to rank for interest point detection Nikolay Savinov Akihito Seki Lubor Ladicky Torsten Sattler Marc Pollefeys 3DPC 19 172 0 22 Nov 2016
Factorized Bilinear Models for Image Recognition Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 19 96 0 17 Nov 2016
CIFAR-10: KNN-based Ensemble of Classifiers Yehya Abouelnaga Ola S. Ali Hager Rady Mohamed Moustafa FedML 16 65 0 15 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 35 133 0 07 Nov 2016
CB2CF: A Neural Multiview Content-to-Collaborative Filtering Model for Completely Cold Item Recommendations Oren Barkan Noam Koenigstein E. Yogev Ori Katz VLM 50 4 0 01 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,368 0 07 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 66 1,580 0 27 Sep 2016
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre SSeg 24 383 0 22 Sep 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 10 476 0 14 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 69 2,866 0 13 Sep 2016
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks Nicolas Usunier Gabriel Synnaeve Zeming Lin Soumith Chintala 22 138 0 10 Sep 2016
Local Binary Convolutional Neural Networks Felix Juefei Xu Vishnu Naresh Boddeti Marios Savvides MQ 20 251 0 22 Aug 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 18 118 0 22 Aug 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 28 824 0 18 Aug 2016