Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis

26 March 2020

Papers citing "Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis"

10 / 10 papers shown

Title
On the Impact of the Activation Function on Deep Neural Networks Training Soufiane Hayou Arnaud Doucet Judith Rousseau ODL 65 202 0 19 Feb 2019
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data F. Glavin Michael G. Madden 24 6 0 14 Jun 2018
A One-Sided Classification Toolkit with Applications in the Analysis of Spectroscopy Data F. Glavin 13 2 0 12 Jun 2018
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution Jinchao Liu Margarita Osadchy L. Ashton Michael Foster C. Solomon S. Gibson 48 312 0 18 Aug 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 250 16,405 0 30 Apr 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 464 16,922 0 20 Dec 2013
One-Class Classification: Taxonomy of Study and Review of Techniques Shehroz S. Khan Michael G. Madden 90 569 0 30 Nov 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,529 0 22 Mar 2013