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
APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learning Ravin Kumar 19 5 0 10 Sep 2022
Bag of Tricks for FGSM Adversarial Training Zichao Li Li Liu Zeyu Wang Yuyin Zhou Cihang Xie AAML 33 6 0 06 Sep 2022
How important are activation functions in regression and classification? A survey, performance comparison, and future directions Ameya Dilip Jagtap George Karniadakis AI4CE 37 71 0 06 Sep 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 18 97 0 05 Sep 2022
Deep model with built-in cross-attention alignment for acoustic echo cancellation Evgenii Indenbom Nicolae-Cuatualin Ristea Ando Saabas Tanel Pärnamaa Jegor Guvzvin 28 11 0 24 Aug 2022
Deep Structural Causal Shape Models Rajat Rasal Daniel Coelho De Castro Nick Pawlowski Ben Glocker 3DV MedIm 30 12 0 23 Aug 2022
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 25 1 0 14 Aug 2022
CANdito: Improving Payload-based Detection of Attacks on Controller Area Networks Stefano Longari Alessandro Nichelini Carlo Alberto Pozzoli Michele Carminati S. Zanero 11 9 0 13 Aug 2022
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes Haimei Zhao Jing Zhang Sen Zhang Dacheng Tao 24 15 0 16 Jul 2022
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention Xinmeng Xu Yang Wang Jie Jia Binbin Chen Dejun Li 16 9 0 30 Jun 2022
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block Xinmeng Xu Yang Wang Jie Jia Binbin Chen Jia Hao 9 5 0 30 Jun 2022
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario D. L. Manna Alex Vicente-Sola Paul Kirkland Trevor Bihl G. D. Caterina 30 21 0 28 Jun 2022
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces Omair Ali Muhammad Saif-ur-Rehman Tobias Glasmachers Ioannis Iossifidis Christian Klaes 13 4 0 21 Jun 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition Einari Vaaras Manu Airaksinen Okko Rasanen 19 5 0 21 Jun 2022
Improving Localization for Semi-Supervised Object Detection L. Rossi Akbar Karimi Andrea Prati 36 1 0 21 Jun 2022
The Sensorium competition on predicting large-scale mouse primary visual cortex activity K. Willeke Paul G. Fahey Mohammad Ali Bashiri Laura Pede Max F. Burg ... Taliah Muhammad Artificial Intelligence Alexander S. Ecker Self-Organization R. University 20 31 0 17 Jun 2022
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface Byeong-Hoo Lee Jeong-Hyun Cho Byoung-Hee Kwon Seong-Whan Lee 41 1 0 17 Jun 2022
Multi-instrument Music Synthesis with Spectrogram Diffusion Curtis Hawthorne Ian Simon Adam Roberts Neil Zeghidour Josh Gardner Ethan Manilow Jesse Engel DiffM 21 48 0 11 Jun 2022
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs Dongjin Lee Kijung Shin 30 36 0 09 Jun 2022
PixSelect: Less but Reliable Pixels for Accurate and Efficient Localization Mohammad Altillawi 29 3 0 08 Jun 2022
Neuroevolutionary Feature Representations for Causal Inference Michael C. Burkhart Gabriel Ruiz CML OOD 21 2 0 21 May 2022
VRAG: Region Attention Graphs for Content-Based Video Retrieval K. Ng Ser-Nam Lim G. Lee 29 4 0 18 May 2022
Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation Sean C. Epstein T. Bray M. Hall-Craggs Hui Zhang SSL OOD 17 12 0 11 May 2022
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention Xinmeng Xu Rongzhi Gu Yuexian Zou 17 9 0 03 May 2022
Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows M. Arpogaus Marcus Voss Beate Sick Mark Nigge-Uricher Oliver Durr 28 15 0 29 Apr 2022
Estimating city-wide hourly bicycle flow using a hybrid LSTM MDN M. S. Myhrmann S. E. Mabit 14 4 0 20 Apr 2022
Neural Structured Prediction for Inductive Node Classification Meng Qu Huiyu Cai Jian Tang BDL GNN 13 18 0 15 Apr 2022
Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning Mathias Lechner Alexander Amini Daniela Rus T. Henzinger AAML 29 9 0 15 Apr 2022
Stealing and Evading Malware Classifiers and Antivirus at Low False Positive Conditions M. Rigaki Sebastian Garcia AAML 25 10 0 13 Apr 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 28 30 0 12 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 26 6 0 11 Apr 2022
Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets Subhayan De Matthew J. Reynolds M. Hassanaly Ryan N. King Alireza Doostan AI4CE 26 37 0 03 Apr 2022
A data-driven approach for the closure of RANS models by the divergence of the Reynolds Stress Tensor S. Berrone Davide Oberto 14 16 0 31 Mar 2022
RAUM-VO: Rotational Adjusted Unsupervised Monocular Visual Odometry Claudio Cimarelli Hriday Bavle Jose Luis Sanchez-Lopez Holger Voos 13 6 0 14 Mar 2022
Magnetic Field Prediction Using Generative Adversarial Networks Stefan Pollok Nataniel Olden-Jorgensen P. S. Jørgensen Rasmus Bjørk GAN AI4CE 29 15 0 14 Mar 2022
DuMLP-Pin: A Dual-MLP-dot-product Permutation-invariant Network for Set Feature Extraction Jiajun Fei Ziyu Zhu Wenlei Liu Zhidong Deng Mingyang Li Huanjun Deng Shuo Zhang 3DPC 8 6 0 08 Mar 2022
Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining Benjamin Billot Magdamo Colin S. Arnold Sudeshna Das Juan Eugenio Iglesias OOD 23 11 0 03 Mar 2022
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks Joshua Melton Michael Ridenhour S. Krishnan GNN 13 1 0 03 Mar 2022
Robust PAC $^m$ : Training Ensemble Models Under Misspecification and Outliers Matteo Zecchin Sangwoo Park Osvaldo Simeone Marios Kountouris David Gesbert 14 5 0 03 Mar 2022
A Quantitative Geometric Approach to Neural-Network Smoothness Z. Wang Gautam Prakriya S. Jha 35 13 0 02 Mar 2022
Real time spectrogram inversion on mobile phone Oleg Rybakov Marco Tagliasacchi Yunpeng Li Liyang Jiang Xia Zhang Fadi Biadsy 18 4 0 01 Mar 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 24 1 0 27 Feb 2022
Relational Surrogate Loss Learning Tao Huang Zekang Li Hua Lu Yong Shan Shusheng Yang Yang Feng Fei Wang Shan You Chang Xu 21 5 0 26 Feb 2022
Addressing Over-Smoothing in Graph Neural Networks via Deep Supervision P. Elinas Edwin V. Bonilla AI4CE 31 5 0 25 Feb 2022
Activation Functions: Dive into an optimal activation function V. Bansal FAtt 21 2 0 24 Feb 2022
cosFormer: Rethinking Softmax in Attention Zhen Qin Weixuan Sun Huicai Deng Dongxu Li Yunshen Wei Baohong Lv Junjie Yan Lingpeng Kong Yiran Zhong 24 212 0 17 Feb 2022
Accurate super-resolution low-field brain MRI Juan Eugenio Iglesias Riana L. Schleicher Sean Laguna Benjamin Billot P. Schaefer Brenna N. Mckaig J. Goldstein Kevin N. Sheth M. Rosen W. T. Kimberly 19 6 0 07 Feb 2022
Deep-HyROMnet: A deep learning-based operator approximation for hyper-reduction of nonlinear parametrized PDEs Ludovica Cicci S. Fresca Andrea Manzoni AI4CE 20 25 0 05 Feb 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 25 8 0 04 Feb 2022
Laplacian2Mesh: Laplacian-Based Mesh Understanding Qiujie Dong Zixiong Wang Manyi Li Junjie Gao Shuangmin Chen Zhenyu Shu Shiqing Xin Changhe Tu Wenping Wang 19 25 0 01 Feb 2022