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Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation

IEEE transactions on pattern analysis and machine intelligence, 2014-06, Vol.36 (6), p.1134-1148

2014

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Cross-domain structure preserving projection for heterogeneous domain adaptation

Pattern recognition, 2022-03, Vol.123, p.108362, Article 108362

2022

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Partial label learning with heterogeneous domain adaptation

Neurocomputing (Amsterdam), 2024-08, Vol.594, p.127822, Article 127822

2024

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Correlation-guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation

IEEE transactions on multimedia, 2024-06, p.1-14

2024

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Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

Pattern recognition, 2020-05, Vol.101, p.107165, Article 107165

2020

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Learning to Understand Remote Sensing Images: Volume 2

Wang, Qi

2019

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Robust multiple subspaces transfer for heterogeneous domain adaptation

Pattern recognition, 2024-08, Vol.152, p.110473, Article 110473

2024

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Heterogeneous domain adaptation via incremental discriminative knowledge consistency

Pattern recognition, 2024-12, Vol.156, p.110857, Article 110857

2024

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Multisource Heterogeneous Domain Adaptation With Conditional Weighting Adversarial Network

IEEE transaction on neural networks and learning systems, 2023-04, Vol.34 (4), p.2079-2092

2023

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Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching

IEEE transactions on image processing, 2021, Vol.30, p.6364-6376

2021

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Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation

ACM transactions on information systems, 2022-01, Vol.40 (1), p.1-29, Article 16

2022

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Smooth unsupervised domain adaptation considering uncertainties

Information sciences, 2023-11, Vol.648, p.119602, Article 119602

2023

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Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization

IEEE transaction on neural networks and learning systems, 2024-03, Vol.PP, p.1-14

2024

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Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)

Computers & industrial engineering, 2024-01, Vol.187, p.109821, Article 109821

2024

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Graph embedding-based heterogeneous domain adaptation with domain-invariant feature learning and distributional order preserving

Neural networks, 2024-02, Vol.170, p.427-440

2024

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Weighted Heterogeneous Domain Adaptation for GIS Insulation Fault Diagnosis Based on SF 6 Decomposition Products

IEEE transactions on power delivery, 2024-08, Vol.39 (4), p.2138-2148

2024

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Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

IEEE transaction on neural networks and learning systems, 2020-03, Vol.31 (3), p.984-996

2020

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Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2019-06, Vol.57 (6), p.3952-3966

2019

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Supervised heterogeneous feature transfer via random forests

Artificial intelligence, 2019-03, Vol.268, p.30-53

2019

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Weighted Heterogeneous Domain Adaptation for GIS Insulation Fault Diagnosis Based on SF6 Decomposition Products

IEEE transactions on power delivery, 2024-08, Vol.39 (4), p.2138-2148

2024

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Exploiting Images for Video Recognition: Heterogeneous Feature Augmentation via Symmetric Adversarial Learning

IEEE transactions on image processing, 2019-11, Vol.28 (11), p.5308-5321

2019

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Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.18413-18426

2024

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A SVM-based model-transferring method for heterogeneous domain adaptation

Pattern recognition, 2016-08, Vol.56, p.142-158

2016

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Unsupervised heterogeneous domain adaptation for EEG classification

Journal of neural engineering, 2024-07, Vol.21 (4), p.46018

2024

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Heterogeneous domain adaptation for intracortical signal classification using domain consensus

Biomedical signal processing and control, 2023-04, Vol.82, p.104540, Article 104540

2023

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Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation

Cross-domain structure preserving projection for heterogeneous domain adaptation

Partial label learning with heterogeneous domain adaptation

Correlation-guided Distribution and Geometry Alignments for Heterogeneous Domain Adaptation

Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

Learning to Understand Remote Sensing Images: Volume 2

Robust multiple subspaces transfer for heterogeneous domain adaptation

Heterogeneous domain adaptation via incremental discriminative knowledge consistency

Multisource Heterogeneous Domain Adaptation With Conditional Weighting Adversarial Network

Heterogeneous Domain Adaptation by Information Capturing and Distribution Matching

Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation

Smooth unsupervised domain adaptation considering uncertainties

Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization

Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)

Graph embedding-based heterogeneous domain adaptation with domain-invariant feature learning and distributional order preserving

Weighted Heterogeneous Domain Adaptation for GIS Insulation Fault Diagnosis Based on SF 6 Decomposition Products

Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification

Supervised heterogeneous feature transfer via random forests

Weighted Heterogeneous Domain Adaptation for GIS Insulation Fault Diagnosis Based on SF6 Decomposition Products

Exploiting Images for Video Recognition: Heterogeneous Feature Augmentation via Symmetric Adversarial Learning

Trans-Diff: Heterogeneous Domain Adaptation for Remote Sensing Segmentation With Transfer Diffusion

A SVM-based model-transferring method for heterogeneous domain adaptation

Unsupervised heterogeneous domain adaptation for EEG classification

Heterogeneous domain adaptation for intracortical signal classification using domain consensus

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