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 / 654 papers shown

Title
LVIS: Learning from Value Function Intervals for Contact-Aware Robot Controllers Robin Deits T. Koolen Russ Tedrake 16 40 0 16 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 32 472 0 05 Sep 2018
Improved Chord Recognition by Combining Duration and Harmonic Language Models Filip Korzeniowski Gerhard Widmer 11 25 0 16 Aug 2018
Neural Material: Learning Elastic Constitutive Material and Damping Models from Sparse Data Bin Wang P. Kry Y. Deng Uri M. Ascher Hui Huang Baoquan Chen AI4CE 22 10 0 15 Aug 2018
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 60 38 0 12 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 17 138 0 03 Aug 2018
Visual Mesh: Real-time Object Detection Using Constant Sample Density Trent Houliston Stephan Chalup ObjD 3DH 22 10 0 23 Jul 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 19 16 0 18 Jul 2018
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game Matthias Dorfer Florian Henkel Gerhard Widmer 16 34 0 17 Jul 2018
On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Hoang Thanh-Tung T. Tran GAN 13 58 0 11 Jul 2018
Financial Trading as a Game: A Deep Reinforcement Learning Approach Chien-Yi Huang AIFin 26 72 0 08 Jul 2018
New Losses for Generative Adversarial Learning Victor Berger Michèle Sebag GAN 17 0 0 03 Jul 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
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 43 150 0 18 Jun 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection Mohsen Ghafoorian C. Nugteren N. Baka O. Booij M. Hofmann GAN 18 198 0 14 Jun 2018
An image representation based convolutional network for DNA classification Bojian Yin M. Balvert Davide Zambrano A. Schönhuth S. Bohté 13 29 0 13 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 23 256 0 05 Jun 2018
Multi-function Convolutional Neural Networks for Improving Image Classification Performance L. M. Zhang 16 2 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
Pathology Segmentation using Distributional Differences to Images of Healthy Origin Simon Andermatt Antal Huck-Horváth Simon Pezold Philippe C. Cattin MedIm 17 29 0 25 May 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 25 39 0 25 May 2018
Towards the first adversarially robust neural network model on MNIST Lukas Schott Jonas Rauber Matthias Bethge Wieland Brendel AAML OOD 14 369 0 23 May 2018
A Universal Music Translation Network Noam Mor Lior Wolf Adam Polyak Yaniv Taigman 9 110 0 21 May 2018
Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples Xiu-Shen Wei Peng Wang Lingqiao Liu Chunhua Shen Jianxin Wu 27 124 0 11 May 2018
Transfer Learning of Artist Group Factors to Musical Genre Classification Jaehun Kim Minz Won Xavier Serra Cynthia C. S. Liem 22 17 0 05 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 38 166 0 03 May 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang 43 14 0 02 May 2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN) S. Bazrafkan Hossein Javidnia Peter Corcoran GAN 16 4 0 01 May 2018
Object Counts! Bringing Explicit Detections Back into Image Captioning Josiah Wang Pranava Madhyastha Lucia Specia ObjD 14 37 0 23 Apr 2018
Decorrelated Batch Normalization Lei Huang Dawei Yang B. Lang Jia Deng 13 190 0 23 Apr 2018
Gaussian Material Synthesis K. Zsolnai-Fehér Peter Wonka Michael Wimmer 3DV 3DGS 11 41 0 23 Apr 2018
Decoupled Networks Weiyang Liu Ziqiang Liu Zhiding Yu Bo Dai Rongmei Lin Yisen Wang James M. Rehg Le Song OOD 17 65 0 22 Apr 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 15 4 0 20 Apr 2018
Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method Yu Li Hu Wang Kangjia Mo Tao Zeng 3DV AI4CE 30 7 0 19 Apr 2018
Image Correction via Deep Reciprocating HDR Transformation Xin Yang Ke Xu Yibing Song Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 19 108 0 12 Apr 2018
Neural Autoregressive Flows Chin-Wei Huang David M. Krueger Alexandre Lacoste Aaron Courville DRL AI4CE 19 432 0 03 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
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Single Day Outdoor Photometric Stereo Yannick Hold-Geoffroy Paulo F. U. Gotardo Jean-François Lalonde 19 15 0 28 Mar 2018
SUNLayer: Stable denoising with generative networks D. Mixon Soledad Villar 20 21 0 25 Mar 2018
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks P. Stinis Tobias J. Hagge A. Tartakovsky Enoch Yeung GAN AI4CE 50 33 0 22 Mar 2018
Speech Recognition: Keyword Spotting Through Image Recognition Sanjay Krishna Gouda S. Kanetkar David J. Harrison Manfred K. Warmuth 17 22 0 10 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 23 572 0 08 Mar 2018
Cross-domain Recommendation via Deep Domain Adaptation Heishiro Kanagawa Hayato Kobayashi N. Shimizu Yukihiro Tagami Taiji Suzuki 27 92 0 08 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 24 12 0 28 Feb 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari P. Chrabaszcz I. Loshchilov Frank Hutter 29 99 0 24 Feb 2018
Content-Based Citation Recommendation Chandra Bhagavatula Sergey Feldman Russell Power Bridger Waleed Ammar 14 149 0 22 Feb 2018
BRUNO: A Deep Recurrent Model for Exchangeable Data I. Korshunova Jonas Degrave Ferenc Huszár Y. Gal A. Gretton J. Dambre BDL 24 33 0 21 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018