On the use of Pairwise Distance Learning for Brain Signal Classification
with Limited Observations

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On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations

5 June 2019

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Papers citing "On the use of Pairwise Distance Learning for Brain Signal Classification with Limited Observations"

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Title
Deep Learning on Small Datasets without Pre-Training using Cosine Loss Björn Barz Joachim Denzler 60 132 0 25 Jan 2019
Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review S. Sengupta Amitojdeep Singh Henry A. Leopold T. Gulati Vasudevan Lakshminarayanan MedIm 72 131 0 09 Dec 2018
Deep learning with convolutional neural networks for EEG decoding and visualization Robin Tibor Schirrmeister Jost Tobias Springenberg Lukas Dominique Josef Fiederer Martin Glasstetter Katharina Eggensperger Michael Tangermann Frank Hutter Wolfram Burgard Tonio Ball 88 1,924 0 15 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 700 10,826 0 19 Feb 2017
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 112 2,900 0 23 Nov 2016
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 108 122 0 21 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 376 7,965 0 13 Jun 2012