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 / 702 papers shown

Title
Evolving Normalization-Activation Layers Hanxiao Liu Andrew Brock Karen Simonyan Quoc V. Le 17 79 0 06 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 54 2,600 0 01 Apr 2020
The Edge of Depth: Explicit Constraints between Segmentation and Depth Shengjie Zhu Garrick Brazil Xiaoming Liu MDE 17 104 0 01 Apr 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 29 14 0 27 Mar 2020
TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural Networks Xinyu Liu Xiaoguang Di 27 59 0 22 Mar 2020
Deep convolutional embedding for digitized painting clustering Giovanna Castellano G. Vessio 32 11 0 19 Mar 2020
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating Ioannis D. Apostolopoulos 21 3 0 15 Mar 2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Ruoyi Du Dongliang Chang A. Bhunia Jiyang Xie Zhanyu Ma Yi-Zhe Song Jun Guo 76 291 0 08 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian V. Dalca 15 76 0 04 Mar 2020
Deep Multi-Modal Sets A. Reiter Menglin Jia Pu Yang Ser-Nam Lim BDL 25 4 0 03 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 28 371 0 02 Mar 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 33 29 0 22 Feb 2020
The Conditional Entropy Bottleneck Ian S. Fischer OOD 27 115 0 13 Feb 2020
Estimating Uncertainty Intervals from Collaborating Networks Tianhui Zhou Yitong Li Yuan Wu David Carlson UQCV 30 15 0 12 Feb 2020
Smoothness and Stability in GANs Casey Chu Kentaro Minami Kenji Fukumizu GAN 24 56 0 11 Feb 2020
Motor Imagery Classification of Single-Arm Tasks Using Convolutional Neural Network based on Feature Refining Byeong-Hoo Lee Ji-Hoon Jeong Kyung-Hwan Shim Dong-Joo Kim 10 6 0 04 Feb 2020
Non-linear Neurons with Human-like Apical Dendrite Activations Mariana-Iuliana Georgescu Radu Tudor Ionescu Nicolae-Cătălin Ristea N. Sebe 13 19 0 02 Feb 2020
Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural network Byeong-Hoo Lee Ji-Hoon Jeong Kyung-Hwan Shim Seong-Whan Lee 11 16 0 01 Feb 2020
An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation Subhayan Mukherjee A. Zimmer Xinyao Sun P. Ghuman I. Cheng 11 9 0 27 Jan 2020
Data-Driven Permanent Magnet Temperature Estimation in Synchronous Motors with Supervised Machine Learning Wilhelm Kirchgässner Oliver Wallscheid J. Böcker 13 68 0 17 Jan 2020
A comprehensive deep learning-based approach to reduced order modeling of nonlinear time-dependent parametrized PDEs S. Fresca Luca Dede' Andrea Manzoni AI4CE 17 258 0 12 Jan 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 33 129 0 08 Jan 2020
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition Zhixuan Lin Yi-Fu Wu Skand Peri Weihao Sun Gautam Singh Fei Deng Jindong Jiang Sungjin Ahn BDL OCL 3DPC 45 246 0 08 Jan 2020
Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction Songgaojun Deng Shusen Wang Huzefa Rangwala Lijing Wang Yue Ning 33 23 0 21 Dec 2019
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting Bryan Lim Sercan Ö. Arik Nicolas Loeff Tomas Pfister AI4TS 66 1,410 0 19 Dec 2019
Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models Sheroze Sheriffdeen J. Ragusa J. Morel M. Adams T. Bui-Thanh AI4CE 20 15 0 17 Dec 2019
Dual-Attention Graph Convolutional Network Xueyao Zhang Tong Zhang Wenting Zhao Zhen Cui Jian Yang GNN 25 8 0 28 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 18 104 0 13 Nov 2019
Multi-hop Convolutions on Weighted Graphs Qikui Zhu Bo Du Pingkun Yan 17 15 0 12 Nov 2019
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation Babak Hosseini Romain Montagne Barbara Hammer 24 22 0 12 Nov 2019
Deep Contextualized Self-training for Low Resource Dependency Parsing Guy Rotman Roi Reichart 21 50 0 11 Nov 2019
Symmetrical Gaussian Error Linear Units (SGELUs) Chao Yu Zhiguo Su 6 11 0 10 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019
CALC2.0: Combining Appearance, Semantic and Geometric Information for Robust and Efficient Visual Loop Closure Nate Merrill Guoquan Huang 33 31 0 30 Oct 2019
L*ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization Mina Basirat P. Roth 16 8 0 27 Oct 2019
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net R. Venkatesh Anand Metha SSeg 21 4 0 27 Oct 2019
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 19 4 0 16 Oct 2019
Design, Benchmarking and Explainability Analysis of a Game-Theoretic Framework towards Energy Efficiency in Smart Infrastructure Ioannis C. Konstantakopoulos Hari Prasanna Das Andrew R. Barkan Shiying He Tanya Veeravalli Huihan Liu Aummul Baneen Manasawala Yu-Wen Lin C. Spanos 19 21 0 16 Oct 2019
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments Vinicius G. Goecks Gregory M. Gremillion Vernon J. Lawhern J. Valasek Nicholas R. Waytowich OffRL 19 31 0 09 Oct 2019
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models Arunkumar Byravan Jost Tobias Springenberg A. Abdolmaleki Roland Hafner Michael Neunert Thomas Lampe Noah Y. Siegel N. Heess Martin Riedmiller OffRL 11 41 0 09 Oct 2019
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 14 98 0 07 Oct 2019
Interpretable neural networks based on continuous-valued logic and multicriteria decision operators Orsolya Csiszár Gábor Csiszár J. Dombi NAI 32 30 0 06 Oct 2019
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks Sanjeev Arora S. Du Zhiyuan Li Ruslan Salakhutdinov Ruosong Wang Dingli Yu AAML 19 161 0 03 Oct 2019
Task-Relevant Adversarial Imitation Learning Konrad Zolna Scott E. Reed Alexander Novikov Sergio Gomez Colmenarejo David Budden Serkan Cabi Misha Denil Nando de Freitas Ziyun Wang GAN 28 61 0 02 Oct 2019
Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking Yuhua Chen Jaime L. Shaw Yibin Xie Debiao Li A. Christodoulou MedIm AI4CE 19 20 0 02 Oct 2019
The Differentiable Cross-Entropy Method Brandon Amos Denis Yarats 29 54 0 27 Sep 2019
Gated Channel Transformation for Visual Recognition Zongxin Yang Linchao Zhu Yu Wu Yezhou Yang ViT 22 203 0 25 Sep 2019
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Diego Antognini Boi Faltings 27 22 0 20 Sep 2019
A few filters are enough: Convolutional Neural Network for P300 Detection Alicia Montserrat Alvarado-González Gibran Fuentes Pineda J. Cervantes-Ojeda 14 17 0 16 Sep 2019
Hierarchical Scene Coordinate Classification and Regression for Visual Localization Xiaotian Li Shuzhe Wang Yi Zhao Jakob Verbeek Arno Solin 82 127 0 13 Sep 2019