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
A System for General In-Hand Object Re-Orientation Tao Chen Jie Xu Pulkit Agrawal 45 251 0 04 Nov 2021
Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach Changyin Sun Lijun Sun 19 6 0 02 Nov 2021
Subquadratic Overparameterization for Shallow Neural Networks Chaehwan Song Ali Ramezani-Kebrya Thomas Pethick Armin Eftekhari V. Cevher 30 31 0 02 Nov 2021
Using Non-Linear Causal Models to Study Aerosol-Cloud Interactions in the Southeast Pacific Andrew Jesson P. Manshausen A. Douglas D. Watson‐Parris Y. Gal P. Stier AI4Cl 24 6 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods Derek Lim Felix Hohne Xiuyu Li Sijia Huang Vaishnavi Gupta Omkar Bhalerao Ser-Nam Lim 61 338 0 27 Oct 2021
Probabilistic Hierarchical Forecasting with Deep Poisson Mixtures Kin G. Olivares N. Meetei Ruijun Ma Rohan Reddy Mengfei Cao Lee Dicker AI4TS 32 24 0 25 Oct 2021
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators S. Lowe Robert C. Earle Jason dÉon Thomas Trappenberg Sageev Oore 23 1 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 21 1 0 22 Oct 2021
Learning OFDM Waveforms with PAPR and ACLR Constraints Mathieu Goutay Fayccal Ait Aoudia J. Hoydis J. Gorce 24 4 0 21 Oct 2021
Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation Qiming Hu Xiaojie Guo 32 43 0 20 Oct 2021
3DFaceFill: An Analysis-By-Synthesis Approach to Face Completion Rahul Dey Vishnu Naresh Boddeti CVBM 3DH 13 4 0 20 Oct 2021
Challenges for Unsupervised Anomaly Detection in Particle Physics Katherine Fraser S. Homiller Rashmish K. Mishra B. Ostdiek M. Schwartz DRL 27 43 0 13 Oct 2021
Hiding Images into Images with Real-world Robustness Qichao Ying Hang Zhou Xianhan Zeng Haisheng Xu Zhenxing Qian Xinpeng Zhang WIGM 28 14 0 12 Oct 2021
Causal Discovery from Conditionally Stationary Time Series Carles Balsells-Rodas Ruibo Tu Hedvig Kjellström Yingzhen Li Gabriele Schweikert Hedvig Kjellstrom Yingzhen Li BDL CML AI4TS 39 5 0 12 Oct 2021
Parameterizing Activation Functions for Adversarial Robustness Sihui Dai Saeed Mahloujifar Prateek Mittal AAML 42 32 0 11 Oct 2021
A Survey of Online Auction Mechanism Design Using Deep Learning Approaches Zhanhao Zhang 21 4 0 11 Oct 2021
A Deep Generative Model for Reordering Adjacency Matrices Oh-Hyun Kwon Chiun-How Kao Chun-Houh Chen K. Ma 27 6 0 11 Oct 2021
Adversarial defenses via a mixture of generators Maciej Żelaszczyk Jacek Mańdziuk AAML 13 0 0 05 Oct 2021
Decoding ECoG signal into 3D hand translation using deep learning Maciej Śliwowski Matthieu Martin Antoine Souloumiac P. Blanchart T. Aksenova 22 27 0 05 Oct 2021
Introducing the DOME Activation Functions Mohamed E. Hussein Wael AbdAlmageed 30 1 0 30 Sep 2021
Deep neural networks with controlled variable selection for the identification of putative causal genetic variants P. H. Kassani Fred Lu Yann Le Guen Zihuai He 18 12 0 29 Sep 2021
Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark S. Dubey S. Singh B. B. Chaudhuri 41 643 0 29 Sep 2021
DEBOSH: Deep Bayesian Shape Optimization N. Durasov Artem Lukoyanov Jonathan Donier Pascal Fua UQCV AI4CE 38 15 0 28 Sep 2021
Information Elevation Network for Fast Online Action Detection Sunah Min Jinyoung Moon 18 0 0 28 Sep 2021
SAU: Smooth activation function using convolution with approximate identities Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 27 6 0 27 Sep 2021
Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft II Michal Opanowicz 23 0 0 26 Sep 2021
Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation Gwangbin Bae Ignas Budvytis R. Cipolla 32 113 0 20 Sep 2021
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition Xinke Shen Xianggen Liu Xin Hu Dan Zhang Sen Song 31 141 0 20 Sep 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 24 4 0 18 Sep 2021
Nonlinearities in Steerable SO(2)-Equivariant CNNs Daniel Franzen Michael Wand 38 3 0 14 Sep 2021
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data Hari Prasanna Das Ryan Tran Japjot Singh Xiangyu Yue G. Tison Alberto L. Sangiovanni-Vincentelli C. Spanos OOD MedIm 57 51 0 14 Sep 2021
ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 51 13 0 09 Sep 2021
Gradient Normalization for Generative Adversarial Networks Yi-Lun Wu Hong-Han Shuai Zhi Rui Tam H. Chiu GAN 27 63 0 06 Sep 2021
Musical Tempo Estimation Using a Multi-scale Network Xiaoheng Sun Qiqi He Yongwei Gao Wei Li 22 5 0 03 Sep 2021
APS: Active Pretraining with Successor Features Hao Liu Pieter Abbeel 47 119 0 31 Aug 2021
Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger Arthur Allshire Mayank Mittal Varun Lodaya Viktor Makoviychuk Denys Makoviichuk Felix Widmaier Manuel Wüthrich Stefan Bauer Ankur Handa Animesh Garg 32 72 0 22 Aug 2021
Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Shibhansh Dohare R. Sutton A. R. Mahmood CLL 47 80 0 13 Aug 2021
Towards Interpretable Deep Networks for Monocular Depth Estimation Zunzhi You Yi-Hsuan Tsai W. Chiu Guanbin Li FAtt 40 17 0 11 Aug 2021
Are Negative Samples Necessary in Entity Alignment? An Approach with High Performance, Scalability and Robustness Xin Mao Wenting Wang Yuanbin Wu Man Lan 27 26 0 11 Aug 2021
Global Self-Attention as a Replacement for Graph Convolution Md Shamim Hussain Mohammed J. Zaki D. Subramanian ViT 40 123 0 07 Aug 2021
Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images Baoru Huang Jian-Qing Zheng A. Nguyen D. Tuch Kunal N. Vyas Stamatia Giannarou Daniel Elson GAN MedIm MDE 26 36 0 09 Jul 2021
Activated Gradients for Deep Neural Networks Mei Liu Liangming Chen Xiaohao Du Long Jin Mingsheng Shang ODL AI4CE 35 135 0 09 Jul 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 43 731 0 07 Jul 2021
RikoNet: A Novel Anime Recommendation Engine B. Soni Debangan Thakuria Nilutpal Nath Navarun Das Bhaskarananda Boro 32 4 0 24 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei Kui Jia Yi Ma 15 10 0 18 Jun 2021
Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation Alex Church John Lloyd R. Hadsell Nathan Lepora 35 50 0 16 Jun 2021
Reborn Mechanism: Rethinking the Negative Phase Information Flow in Convolutional Neural Network Zhicheng Cai Kaizhu Huang Chenglei Peng 6 0 0 13 Jun 2021
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 38 49 0 11 Jun 2021
Real-time simulation of parameter-dependent fluid flows through deep learning-based reduced order models S. Fresca Andrea Manzoni AI4CE 21 36 0 10 Jun 2021