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Deep Optimal Transport for Domain Adaptation on SPD Manifolds
Artificial Intelligence (AIJ), 2022
15 January 2022
Ce Ju
Cuntai Guan
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Papers citing
"Deep Optimal Transport for Domain Adaptation on SPD Manifolds"
23 / 23 papers shown
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure
Can Pouliquen
Mathurin Massias
Titouan Vayer
656
2
0
13 Jun 2024
Differential geometry with extreme eigenvalues in the positive semidefinite cone
SIAM Journal on Matrix Analysis and Applications (SIMAX), 2023
Cyrus Mostajeran
Nathael Da Costa
Graham W. Van Goffrier
R. Sepulchre
405
6
0
14 Apr 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
International Conference on Machine Learning (ICML), 2023
Clément Bonet
Benoit Malézieux
A. Rakotomamonjy
Lucas Drumetz
Thomas Moreau
M. Kowalski
Nicolas Courty
430
28
0
10 Mar 2023
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Ce Ju
Cuntai Guan
419
34
0
25 Oct 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Neural Information Processing Systems (NeurIPS), 2022
Reinmar J. Kobler
J. Hirayama
Qibin Zhao
M. Kawanabe
331
77
0
02 Jun 2022
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Ce Ju
Cuntai Guan
329
84
0
05 Feb 2022
On the interpretation of linear Riemannian tangent space model parameters in M/EEG
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021
Reinmar J. Kobler
J. Hirayama
Lea Hehenberger
G. Müller-Putz
M. Kawanabe
213
11
0
30 Jul 2021
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
Rosanna Turrisi
Rémi Flamary
A. Rakotomamonjy
Massimiliano Pontil
OT
296
39
0
23 Jun 2020
Federated Transfer Learning for EEG Signal Classification
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020
Ce Ju
Dashan Gao
R. Mane
Ben Tan
Yang Liu
Cuntai Guan
FedML
281
126
0
26 Apr 2020
Riemannian batch normalization for SPD neural networks
Neural Information Processing Systems (NeurIPS), 2019
Daniel A. Brooks
Olivier Schwander
F. Barbaresco
J. Schneider
Matthieu Cord
267
120
0
03 Sep 2019
A Survey of Unsupervised Deep Domain Adaptation
Garrett Wilson
D. Cook
OOD
650
971
0
06 Dec 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation
B. Damodaran
B. Kellenberger
Rémi Flamary
D. Tuia
Nicolas Courty
OT
OOD
463
524
0
27 Mar 2018
Computational Optimal Transport
Gabriel Peyré
Marco Cuturi
OT
1.7K
2,567
0
01 Mar 2018
Deep Visual Domain Adaptation: A Survey
Mei Wang
Weihong Deng
OOD
536
2,252
0
10 Feb 2018
Joint Distribution Optimal Transportation for Domain Adaptation
Nicolas Courty
Rémi Flamary
Amaury Habrard
A. Rakotomamonjy
OT
OOD
515
639
0
24 May 2017
Deep Learning on Lie Groups for Skeleton-based Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2016
Zhiwu Huang
Chengde Wan
Thomas Probst
Luc Van Gool
3DH
408
292
0
18 Dec 2016
Correlation Alignment for Unsupervised Domain Adaptation
Baochen Sun
Jiashi Feng
Kate Saenko
OOD
306
481
0
06 Dec 2016
A Riemannian Network for SPD Matrix Learning
AAAI Conference on Artificial Intelligence (AAAI), 2016
Zhiwu Huang
Luc Van Gool
428
478
0
15 Aug 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation
Baochen Sun
Kate Saenko
OOD
869
3,772
0
06 Jul 2016
A fixed-point approach to barycenters in Wasserstein space
P. C. Álvarez-Esteban
E. del Barrio
J. A. Cuesta-Albertos
Carlos Matrán
337
222
0
17 Nov 2015
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2015
Salem Said
Lionel Bombrun
Y. Berthoumieu
J. Manton
339
149
0
07 Jul 2015
Optimal Transport for Domain Adaptation
Nicolas Courty
Rémi Flamary
D. Tuia
A. Rakotomamonjy
OT
OOD
576
1,294
0
02 Jul 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances
Neural Information Processing Systems (NeurIPS), 2013
Marco Cuturi
OT
1.2K
5,191
0
04 Jun 2013
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