An empirical analysis of dropout in piecewise linear networks

An empirical analysis of dropout in piecewise linear networks

21 December 2013

David Warde-Farley

Aaron Courville

Papers citing "An empirical analysis of dropout in piecewise linear networks"

16 / 16 papers shown

Title
LoRA Dropout as a Sparsity Regularizer for Overfitting Control Yang Lin Xinyu Ma Xu Chu Yujie Jin Zhibang Yang Yasha Wang Hong-yan Mei 49 19 0 15 Apr 2024
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 27 12 0 27 Oct 2022
Information Geometry of Dropout Training Masanari Kimura H. Hino 9 2 0 22 Jun 2022
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling Tong Chen Hongzhi Yin Xiangliang Zhang Zi Huang Yang Wang Meng Wang 22 12 0 05 Apr 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 29 2 0 04 Jan 2021
Prediction intervals for Deep Neural Networks Tullio Mancini Hector F. Calvo-Pardo Jose Olmo UQCV OOD 20 4 0 08 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 29 79 0 17 Sep 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 19 482 0 17 Feb 2020
Survey of Dropout Methods for Deep Neural Networks Alex Labach Hojjat Salehinejad S. Valaee 15 149 0 25 Apr 2019
Deep Representation with ReLU Neural Networks Andreas Heinecke W. Hwang 18 0 0 29 Mar 2019
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman A. Tushar Md. Rashedul Islam Jong-Myon Kim BDL 16 87 0 26 Jul 2017
Towards Dropout Training for Convolutional Neural Networks Haibing Wu Xiaodong Gu 19 298 0 01 Dec 2015
A Scale Mixture Perspective of Multiplicative Noise in Neural Networks Eric T. Nalisnick Anima Anandkumar Padhraic Smyth 27 19 0 10 Jun 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 20 16 0 23 Feb 2015
Learning with Pseudo-Ensembles Philip Bachman O. Alsharif Doina Precup 25 593 0 16 Dec 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012