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)"

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Title
A Deep Generative Model for Reordering Adjacency Matrices Oh-Hyun Kwon Chiun-How Kao Chun-Houh Chen K. Ma 22 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 20 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 41 641 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 16 0 0 28 Sep 2021
SAU: Smooth activation function using convolution with approximate identities Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 21 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 48 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 20 5 0 03 Sep 2021
APS: Active Pretraining with Successor Features Hao Liu Pieter Abbeel 38 119 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 26 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 37 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 24 26 0 11 Aug 2021
Global Self-Attention as a Replacement for Graph Convolution Md Shamim Hussain Mohammed J. Zaki D. Subramanian ViT 40 122 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 29 135 0 09 Jul 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 43 722 0 07 Jul 2021
RikoNet: A Novel Anime Recommendation Engine B. Soni Debangan Thakuria Nilutpal Nath Navarun Das Bhaskarananda Boro 26 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
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 35 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
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos Shaocheng Jia Xin Pei W. Yao S. Wong 3DPC MDE 43 19 0 07 Jun 2021
A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe F. Hu Lei Wang Yishen Hu Dongqi Wang Weijie Wang J. Jiang Nan Li P. Yin 19 11 0 29 May 2021
Sparta: Spatially Attentive and Adversarially Robust Activation Qing-Wu Guo Felix Juefei Xu Changqing Zhou Wei Feng Yang Liu Song Wang AAML 33 4 0 18 May 2021
Activation function design for deep networks: linearity and effective initialisation Michael Murray V. Abrol Jared Tanner ODL LLMSV 29 18 0 17 May 2021
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings Soumi Maiti Hakan Erdogan K. Wilson Scott Wisdom Shinji Watanabe J. Hershey 27 21 0 05 May 2021
UniTE -- The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation T. S. Jepsen Christian S. Jensen Thomas D. Nielsen OT AI4TS 79 2 0 27 Apr 2021
Federated Learning for Malware Detection in IoT Devices Valerian Rey Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán Gérome Bovet Martin Jaggi FedML 41 252 0 15 Apr 2021
The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks Salva Rühling Cachay Emma Erickson A. Bucker Ernest Pokropek Willa Potosnak S. Bire Salomey Osei Björn Lütjens AI4TS 14 25 0 11 Apr 2021
MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data Hao Guan Chaoyue Wang Dacheng Tao 16 30 0 08 Apr 2021
Comparing Weak- and Unsupervised Methods for Resonant Anomaly Detection J. Collins P. Martín-Ramiro Benjamin Nachman David Shih 27 44 0 05 Apr 2021
New Benchmarks for Learning on Non-Homophilous Graphs Derek Lim Xiuyu Li Felix Hohne Ser-Nam Lim 33 99 0 03 Apr 2021
Comparison of different convolutional neural network activation functions and methods for building ensembles L. Nanni Gianluca Maguolo S. Brahnam M. Paci 16 8 0 29 Mar 2021
Bayesian Deep Basis Fitting for Depth Completion with Uncertainty Chao Qu Wenxin Liu Camillo J Taylor UQCV BDL 22 31 0 29 Mar 2021
Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 24 59 0 19 Mar 2021
Recent Advances in Deep Learning Techniques for Face Recognition Md. Tahmid Hasan Fuad Awal Ahmed Fime Delowar Sikder Md. Akil Raihan Iftee Jakaria Rabbi Mabrook S. Al-Rakhami Abdu H. Gumaei Ovishake Sen Mohtasim Fuad Md. Nazrul Islam 34 63 0 18 Mar 2021
Decoupled Spatial Temporal Graphs for Generic Visual Grounding Qi Feng Yunchao Wei Mingming Cheng Yi Yang 27 5 0 18 Mar 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Bojian Yin Federico Corradi S. Bohté 41 209 0 12 Mar 2021
Behavior From the Void: Unsupervised Active Pre-Training Hao Liu Pieter Abbeel VLM SSL 41 195 0 08 Mar 2021