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Subspace Alignment For Domain Adaptation
v1v2 (latest)

Subspace Alignment For Domain Adaptation

18 September 2014
Basura Fernando
Amaury Habrard
M. Sebban
Tinne Tuytelaars
    OOD
ArXiv (abs)PDFHTML

Papers citing "Subspace Alignment For Domain Adaptation"

22 / 22 papers shown
Deep Transfer Learning for Kidney Cancer Diagnosis
Deep Transfer Learning for Kidney Cancer Diagnosis
Yassine Habchi
Hamza Kheddar
Yassine Himeur
A. Boukabou
Shadi Atalla
Shadi Atalla
Hussain Al-Ahmad
Hussain Al Ahmad
526
5
0
08 Aug 2024
Domain Adaptation with Cauchy-Schwarz Divergence
Domain Adaptation with Cauchy-Schwarz Divergence
Wenzhe Yin
Shujian Yu
Yicong Lin
Jie Li
Jan-Jakob Sonke
E. Gavves
348
11
0
30 May 2024
Composite Active Learning: Towards Multi-Domain Active Learning with
  Theoretical Guarantees
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
Guang-Yuan Hao
Hengguan Huang
Haotian Wang
Jie Gao
Hao Wang
OOD
411
3
0
03 Feb 2024
EMG subspace alignment and visualization for cross-subject hand gesture
  classification
EMG subspace alignment and visualization for cross-subject hand gesture classification
Martin Colot
C. Simar
M. Petieau
Ana Maria Cebolla Alvarez
Guy Cheron
Gianluca Bontempi
46
5
0
18 Dec 2023
FediOS: Decoupling Orthogonal Subspaces for Personalization in
  Feature-skew Federated Learning
FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning
Lingzhi Gao
Zexi Li
Yang Lu
Chao Wu
332
9
0
30 Nov 2023
Consistency Regularization for Domain Adaptation
Consistency Regularization for Domain Adaptation
K. Koh
Basura Fernando
159
7
0
23 Aug 2022
A physics-based domain adaptation framework for modelling and
  forecasting building energy systems
A physics-based domain adaptation framework for modelling and forecasting building energy systemsData-Centric Engineering (DE), 2022
Zack Xuereb Conti
R. Choudhary
Luca Magri
AI4CE
170
11
0
19 Aug 2022
Identification of diffracted vortex beams at different propagation
  distances using deep learning
Identification of diffracted vortex beams at different propagation distances using deep learningFrontiers of Physics (Front. Phys.), 2022
Heng-Yun Lv
Yan Guo
Ziyao Yang
C. Ding
Wu‐Hao Cai
Chenglong You
Rui-Bo Jin
115
9
0
30 Mar 2022
Operational Learning-based Boundary Estimation in Electromagnetic
  Medical Imaging
Operational Learning-based Boundary Estimation in Electromagnetic Medical ImagingIEEE Transactions on Antennas and Propagation (IEEE Trans. Antennas Propag.), 2021
Ahmed Al-Saffar
A. Stancombe
A. Zamani
A. Abbosh
138
6
0
04 Aug 2021
Unsupervised Domain Adaptation with Progressive Domain Augmentation
Unsupervised Domain Adaptation with Progressive Domain Augmentation
Kevin Hua
Yuhong Guo
189
3
0
03 Apr 2020
Wasserstein Distance Guided Cross-Domain Learning
Wasserstein Distance Guided Cross-Domain Learning
Jie Su
OOD
82
0
0
14 Oct 2019
Saliency is a Possible Red Herring When Diagnosing Poor Generalization
Saliency is a Possible Red Herring When Diagnosing Poor Generalization
J. Viviano
B. Simpson
Francis Dutil
Yoshua Bengio
Joseph Paul Cohen
FAtt
292
6
0
01 Oct 2019
SALT: Subspace Alignment as an Auxiliary Learning Task for Domain
  Adaptation
SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation
Kowshik Thopalli
Jayaraman J. Thiagarajan
Rushil Anirudh
Pavan Turaga
228
2
0
11 Jun 2019
Joint Information Preservation for Heterogeneous Domain Adaptation
Joint Information Preservation for Heterogeneous Domain Adaptation
Peng Xu
Zhaohong Deng
K. Choi
Jun Wang
Shitong Wang
TTA
132
0
0
22 May 2019
Transfer Learning in Astronomy: A New Machine-Learning Paradigm
Transfer Learning in Astronomy: A New Machine-Learning Paradigm
R. Vilalta
OOD
97
5
0
20 Dec 2018
Multiple Subspace Alignment Improves Domain Adaptation
Multiple Subspace Alignment Improves Domain Adaptation
Kowshik Thopalli
Rushil Anirudh
Jayaraman J. Thiagarajan
Pavan Turaga
192
9
0
11 Nov 2018
Conceptual Domain Adaptation Using Deep Learning
Conceptual Domain Adaptation Using Deep Learning
Behrang Mehrparvar
R. Vilalta
91
0
0
16 Aug 2018
A Unified Framework for Domain Adaptation using Metric Learning on
  Manifolds
A Unified Framework for Domain Adaptation using Metric Learning on Manifolds
Sridhar Mahadevan
Bamdev Mishra
Shalini Ghosh
170
29
0
28 Apr 2018
Transfer String Kernel for Cross-Context DNA-Protein Binding Prediction
Transfer String Kernel for Cross-Context DNA-Protein Binding Prediction
Ritambhara Singh
Jack Lanchantin
G. Robins
Yanjun Qi
163
3
0
12 Sep 2016
Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric
  Label Sets
Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets
Ayush Mittal
Anant Raj
Vinay P. Namboodiri
Tinne Tuytelaars
158
2
0
26 Mar 2016
Joint cross-domain classification and subspace learning for unsupervised
  adaptation
Joint cross-domain classification and subspace learning for unsupervised adaptationPattern Recognition Letters (PRL), 2014
Basura Fernando
Tatiana Tommasi
Tinne Tuytelaars
TTA
323
60
0
17 Nov 2014
Location Recognition Over Large Time Lags
Location Recognition Over Large Time Lags
Basura Fernando
Tatiana Tommasi
Tinne Tuytelaars
146
4
0
26 Sep 2014
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