Deep Optimal Transport for Domain Adaptation on SPD Manifolds

15 January 2022

Papers citing "Deep Optimal Transport for Domain Adaptation on SPD Manifolds"

23 / 23 papers shown

Title
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure Can Pouliquen Mathurin Massias Titouan Vayer 107 0 0 13 Jun 2024
Differential geometry with extreme eigenvalues in the positive semidefinite cone Cyrus Mostajeran Nathael Da Costa Graham W. Van Goffrier R. Sepulchre 39 4 0 14 Apr 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals Clément Bonet Benoit Malézieux A. Rakotomamonjy Lucas Drumetz Thomas Moreau M. Kowalski Nicolas Courty 83 16 0 10 Mar 2023
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency Analysis Ce Ju Cuntai Guan 57 20 0 25 Oct 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Reinmar J. Kobler J. Hirayama Qibin Zhao M. Kawanabe 57 58 0 02 Jun 2022
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification Ce Ju Cuntai Guan 43 57 0 05 Feb 2022
On the interpretation of linear Riemannian tangent space model parameters in M/EEG Reinmar J. Kobler J. Hirayama Lea Hehenberger G. Müller-Putz M. Kawanabe 41 11 0 30 Jul 2021
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 43 32 0 23 Jun 2020
Federated Transfer Learning for EEG Signal Classification Ce Ju Dashan Gao R. Mane Ben Tan Yang Liu Cuntai Guan FedML 41 107 0 26 Apr 2020
Riemannian batch normalization for SPD neural networks Daniel A. Brooks Olivier Schwander F. Barbaresco J. Schneider Matthieu Cord 52 92 0 03 Sep 2019
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 82 816 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 76 466 0 27 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 209 2,146 0 01 Mar 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 66 2,010 0 10 Feb 2018
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 80 564 0 24 May 2017
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 62 280 0 18 Dec 2016
Correlation Alignment for Unsupervised Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 47 401 0 06 Dec 2016
A Riemannian Network for SPD Matrix Learning Zhiwu Huang Luc Van Gool 56 397 0 15 Aug 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 97 3,151 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 43 191 0 17 Nov 2015
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Salem Said Lionel Bombrun Y. Berthoumieu J. Manton 44 140 0 07 Jul 2015
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 132 1,119 0 02 Jul 2015
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 209 4,258 0 04 Jun 2013