Empirical Evaluation of Rectified Activations in Convolutional Network

5 May 2015

Papers citing "Empirical Evaluation of Rectified Activations in Convolutional Network"

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Title
A Convergence Theory Towards Practical Over-parameterized Deep Neural Networks Asaf Noy Yi Tian Xu Y. Aflalo Lihi Zelnik-Manor Rong Jin 41 3 0 12 Jan 2021
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Le Hui Mingmei Cheng Jin Xie Jian Yang 3DPC 249 71 0 07 Jan 2021
Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes Jaouhar Fattahi M. Mejri 18 2 0 30 Dec 2020
Causal World Models by Unsupervised Deconfounding of Physical Dynamics Minne Li Girish A. Koushik Furui Liu Xu Chen Zhitang Chen Jun Wang SyDa CML 33 12 0 28 Dec 2020
Generalized Categorisation of Digital Pathology Whole Image Slides using Unsupervised Learning Mostafa E. A. Ibrahim K. Bryson 10 0 0 27 Dec 2020
Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal Xiaodong Cun Chi-Man Pun 42 43 0 13 Dec 2020
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces Berk Kaya Suryansh Kumar C. Oliveira V. Ferrari Luc Van Gool 27 49 0 12 Dec 2020
Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives Giulia Fracastoro E. Magli Giovanni Poggi G. Scarpa D. Valsesia L. Verdoliva 19 64 0 10 Dec 2020
Battery Model Calibration with Deep Reinforcement Learning Ajaykumar Unagar Yuan Tian M. A. Chao Olga Fink 24 1 0 07 Dec 2020
SRECG: ECG Signal Super-resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification Tsai-Min Chen Yuan-Hong Tsai Huan-Hsin Tseng Kai-Chun Liu Jhih-Yu Chen Chih-Han Huang Guo-Yuan Li Chun-Yen Shen Yu Tsao 41 22 0 07 Dec 2020
SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning J. Cai B. Cai S. Shen 27 7 0 03 Dec 2020
NICER: Aesthetic Image Enhancement with Humans in the Loop Michael Fischer Konstantin Kobs Andreas Hotho 21 8 0 03 Dec 2020
Obstacle Avoidance Using a Monocular Camera Kyle Hatch John Mern Mykel Kochenderfer 17 11 0 03 Dec 2020
Relation3DMOT: Exploiting Deep Affinity for 3D Multi-Object Tracking from View Aggregation Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC VOT 18 5 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 86 954 0 24 Nov 2020
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare L. Nanni A. Lumini Stefano Ghidoni Gianluca Maguolo 7 2 0 24 Nov 2020
DeepClimGAN: A High-Resolution Climate Data Generator Alexandra Puchko R. Link Brian Hutchinson Ben Kravitz Abigail C. Snyder AI4Cl SyDa 6 9 0 23 Nov 2020
Fetal ECG Extraction from Maternal ECG using Attention-based CycleGAN M. Mohebbian S. Vedaei K. Wahid A. Dinh H. Marateb Kouhyar Tavakolian 9 2 0 22 Nov 2020
Agglomerative Clustering of Handwritten Numerals to Determine Similarity of Different Languages Md. Rahat-uz-Zaman Shadmaan Hye 6 0 0 22 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 21 101 0 11 Nov 2020
Knowledge Distillation for Singing Voice Detection Soumava Paul G. Reddy Sreenivasa Rao P. Das 10 4 0 09 Nov 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 33 13 0 08 Nov 2020
Universal Activation Function For Machine Learning Brosnan Yuen Minh Tu Hoang Xiaodai Dong Tao Lu 26 40 0 07 Nov 2020
Extended Missing Data Imputation via GANs for Ranking Applications Grace Deng Cuize Han David S. Matteson SyDa 28 8 0 04 Nov 2020
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-noise Ratio Condition Xiang Hao Xiangdong Su Zhiyu Wang Hui Zhang Batushiren 25 32 0 29 Oct 2020
CRAB: Class Representation Attentive BERT for Hate Speech Identification in Social Media Sayyed M. Zahiri Ali Ahmadvand 20 4 0 25 Oct 2020
In-the-wild Drowsiness Detection from Facial Expressions Ajjen Joshi Survi Kyal Sandipan Banerjee Taniya Mishra CVBM 12 24 0 21 Oct 2020
Topology-Aware Graph Pooling Networks Hongyang Gao Yi Liu Shuiwang Ji 8 89 0 19 Oct 2020
Data Assimilation Networks Pierre Boudier Anthony Fillion Serge Gratton S. Gürol Sixin Zhang AI4CE 22 10 0 19 Oct 2020
Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks Eshaan Nichani Adityanarayanan Radhakrishnan Caroline Uhler 32 9 0 19 Oct 2020
Distributed Representations of Entities in Open-World Knowledge Graphs Lingbing Guo Zhuo Chen Jiaoyan Chen Weiqing Wang Zequn Sun Zhongpo Bo Yin Fang Chenghao Liu Huajun Chen Wei Hu GNN 46 11 0 16 Oct 2020
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics Luca Parisi D. Neagu R. Ma F. Campean MedIm 6 48 0 15 Oct 2020
Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models N. Kulathunga N. R. Ranasinghe D. Vrinceanu Zackary Kinsman Lei Huang Yunjiao Wang 16 4 0 14 Oct 2020
Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates Rushil Anirudh Jayaraman J. Thiagarajan P. Bremer T. Germann S. D. Valle F. Streitz 22 11 0 13 Oct 2020
Intuitive Facial Animation Editing Based On A Generative RNN Framework Eloïse Berson Catherine Soladié Nicolas Stoiber 3DH CVBM 25 7 0 12 Oct 2020
Predicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks Yixuan Sun I. Hanhan M. Sangid Guang Lin AI4CE 32 14 0 07 Oct 2020
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements Sandipan Banerjee Ajjen Joshi Prashant Mahajan Sneha Bhattacharya Survi Kyal Taniya Mishra CVBM DRL 25 3 0 04 Oct 2020
Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation M. Vankadari Sourav Garg A. Majumder S. Kumar Ardhendu Behera GAN MDE 28 53 0 03 Oct 2020
CardioXNet: A Novel Lightweight Deep Learning Framework for Cardiovascular Disease Classification Using Heart Sound Recordings Samiul Based Shuvo Shams Nafisa Ali Soham Irtiza Swapnil Mabrook S. Al-Rakhami Abdu H. Gumaei 12 2 0 03 Oct 2020
Tabular GANs for uneven distribution Insaf Ashrapov GAN 17 32 0 01 Oct 2020
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical Review Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Vasudevan Lakshminarayanan 10 71 0 30 Sep 2020
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time Huiyu Zeng Jianrui Cai Lida Li Zisheng Cao Lei Zhang 3DH 35 246 0 30 Sep 2020
Deep-3DAligner: Unsupervised 3D Point Set Registration Network With Optimizable Latent Vector Lingjing Wang Xiang Li Yi Fang 3DPC 18 3 0 29 Sep 2020
EIS -- a family of activation functions combining Exponential, ISRU, and Softplus Koushik Biswas Sandeep Kumar Shilpak Banerjee A. Pandey 6 2 0 28 Sep 2020
Linear Convergence of Generalized Mirror Descent with Time-Dependent Mirrors Adityanarayanan Radhakrishnan M. Belkin Caroline Uhler 8 9 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
Question Directed Graph Attention Network for Numerical Reasoning over Text Kunlong Chen Weidi Xu Xingyi Cheng Zou Xiaochuan Yuyu Zhang Le Song Taifeng Wang Yuan Qi Wei Chu AIMat OOD 16 66 0 16 Sep 2020
Advanced Graph-Based Deep Learning for Probabilistic Type Inference Fangke Ye Jisheng Zhao Vivek Sarkar BDL GNN 19 3 0 13 Sep 2020
Activate or Not: Learning Customized Activation Ningning Ma Xinming Zhang Ming Liu Jian Sun 27 114 0 10 Sep 2020
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm Kirtan Padh Diego Antognini Emma Lejal Glaude Boi Faltings C. Musat FaML 24 30 0 09 Sep 2020