Transfer Learning in Brain-Computer Interfaces with Adversarial
Variational Autoencoders

Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders

17 December 2018

Ozan Özdenizci

Deniz Erdogmus

Papers citing "Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders"

15 / 15 papers shown

Title
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 41 231 0 05 Jun 2018
Invariant Representations from Adversarially Censored Autoencoders Ye Wang T. Koike-Akino Deniz Erdogmus CML 34 21 0 21 May 2018
Adversarial Information Factorization Antonia Creswell Yumnah Mohamied B. Sengupta Anil A Bharath CVBM GAN 39 23 0 14 Nov 2017
Wasserstein Distance Guided Representation Learning for Domain Adaptation Jian Shen Yanru Qu Weinan Zhang Yong Yu OOD 58 31 0 05 Jul 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 80 544 0 01 Jun 2017
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 45 1,924 0 15 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 186 4,638 0 17 Feb 2017
Disentangling factors of variation in deep representations using adversarial training Michaël Mathieu Jiaqi Zhao Pablo Sprechmann Aditya A. Ramesh Yann LeCun DRL CML 70 490 0 10 Nov 2016
Transfer Learning in Brain-Computer Interfaces V. Jayaram Morteza Alamgir Yasemin Altun Bernhard Schölkopf Moritz Grosse-Wentrup OOD 28 370 0 01 Dec 2015
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 55 663 0 19 Nov 2015
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 47 504 0 18 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 66 2,224 0 18 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 673 149,474 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 344 16,972 0 20 Dec 2013
Transferring Subspaces Between Subjects in Brain-Computer Interfacing Wojciech Samek F. Meinecke K. Müller 54 195 0 18 Sep 2012