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@article{bb139302,
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@article{bb139303,
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@article{bb139304,
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@inproceedings{bb139306,
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        TITLE = "Adversarial Learning for Zero-shot Domain Adaptation",
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@inproceedings{bb139307,
        AUTHOR = "Wang, J.H. and Jiang, J.M.",
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Domain Adaptation",
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@article{bb139308,
        AUTHOR = "Meher, S.K. and Kothari, N.S.",
        TITLE = "Interpretable Rule-Based Fuzzy ELM and Domain Adaptation for Remote
Sensing Image Classification",
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@article{bb139309,
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@article{bb139310,
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@article{bb139311,
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@article{bb139313,
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@article{bb139314,
        AUTHOR = "Hedegaard, L. and Sheikh Omar, O.A. and Iosifidis, A.",
        TITLE = "Supervised Domain Adaptation: A Graph Embedding Perspective and a
Rectified Experimental Protocol",
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@article{bb139315,
        AUTHOR = "Wang, Q. and Breckon, T.P.",
        TITLE = "Cross-domain structure preserving projection for heterogeneous domain
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@article{bb139316,
        AUTHOR = "Gong, T.F. and Zheng, X.T. and Lu, X.Q.",
        TITLE = "Cross-Domain Scene Classification by Integrating Multiple Incomplete
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@article{bb139317,
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        TITLE = "Heterogeneous Graph Attention Network for Unsupervised
Multiple-Target Domain Adaptation",
        JOURNAL = PAMI,
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@article{bb139318,
        AUTHOR = "Sun, J. and Wang, Z.H. and Wang, W. and Li, H.J. and Sun, F.M. and Ding, Z.M.",
        TITLE = "Joint Adaptive Dual Graph and Feature Selection for Domain Adaptation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
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        NUMBER = "3",
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@article{bb139319,
        AUTHOR = "Zuo, Y.K. and Yao, H.T. and Zhuang, L.S. and Xu, C.S.",
        TITLE = "Seek Common Ground While Reserving Differences:
A Model-Agnostic Module for Noisy Domain Adaptation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135278"}

@article{bb139320,
        AUTHOR = "Gao, Y. and Chen, P. and Gao, Y. and Wang, J.P. and Pan, Y. and Ma, A.J.",
        TITLE = "Hierarchical feature disentangling network for universal domain
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@article{bb139321,
        AUTHOR = "Kutbi, M. and Peng, K.C. and Wu, Z.Y.",
        TITLE = "Zero-Shot Deep Domain Adaptation With Common Representation Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
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@inproceedings{bb139322,
        AUTHOR = "Peng, K.C. and Wu, Z.Y. and Ernst, J.",
        TITLE = "Zero-Shot Deep Domain Adaptation",
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        YEAR = "2018",
        PAGES = "XI: 793-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135281"}

@article{bb139323,
        AUTHOR = "Wang, W. and Li, B. and Wang, M.Z. and Nie, F.P. and Wang, Z.H. and Li, H.J.",
        TITLE = "Confidence Regularized Label Propagation Based Domain Adaptation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "3319-3333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135282"}

@article{bb139324,
        AUTHOR = "Tian, J.Y. and Zhang, J. and Li, W. and Xu, D.",
        TITLE = "VDM-DA: Virtual Domain Modeling for Source Data-Free Domain
Adaptation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3749-3760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135283"}

@article{bb139325,
        AUTHOR = "Deng, Z.Y. and Zhou, K.Y. and Li, D. and He, J.J. and Song, Y.Z. and Xiang, T.",
        TITLE = "Dynamic Instance Domain Adaptation",
        JOURNAL = IP,
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135284"}

@article{bb139326,
        AUTHOR = "Balgi, S. and Dukkipati, A.",
        TITLE = "Contradistinguisher:
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        JOURNAL = PAMI,
        VOLUME = "44",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "4730-4747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135285"}

@article{bb139327,
        AUTHOR = "Liu, C. and Zhou, L.H. and Ye, M. and Li, X.",
        TITLE = "Self-Alignment for Black-Box Domain Adaptation of Image
Classification",
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135286"}

@article{bb139328,
        AUTHOR = "Saltori, C. and Rota, P. and Sebe, N. and Almeida, J.",
        TITLE = "Low-budget label query through domain alignment enforcement",
        JOURNAL = CVIU,
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@article{bb139329,
        AUTHOR = "Azizzadenesheli, K.",
        TITLE = "Importance Weight Estimation and Generalization in Domain Adaptation
Under Label Shift",
        JOURNAL = PAMI,
        VOLUME = "44",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "6578-6584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135288"}

@article{bb139330,
        AUTHOR = "Wang, S.S. and Zhang, L. and Wang, P.C. and Wang, M.Z. and Zhang, X.Y.",
        TITLE = "BP-triplet net for unsupervised domain adaptation:
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135289"}

@article{bb139331,
        AUTHOR = "Luo, M.K. and Yang, Z. and Ai, W.W. and Liu, J.H.",
        TITLE = "Confidence based class weight and embedding discrepancy constraint
network for partial domain adaptation",
        JOURNAL = JVCIR,
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        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135290"}

@article{bb139332,
        AUTHOR = "Zhang, L. and Zuo, L.Y. and Wang, B.Y. and Li, X. and Zhen, X.T.",
        TITLE = "Variational Hyperparameter Inference for Few-Shot Learning Across
Domains",
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        NUMBER = "11",
        MONTH = "November",
        PAGES = "7448-7459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135291"}

@article{bb139333,
        AUTHOR = "Zuo, L.Y. and Wang, B. and Zhang, L. and Xu, J. and Zhen, X.T.",
        TITLE = "Variational Neuron Shifting for Few-Shot Image Classification Across
Domains",
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135292"}

@article{bb139334,
        AUTHOR = "Luo, L.K. and Chen, L.M. and Hu, S.Q.",
        TITLE = "Attention Regularized Laplace Graph for Domain Adaptation",
        JOURNAL = IP,
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        YEAR = "2022",
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@article{bb139335,
        AUTHOR = "Luo, L.K. and Hu, S.Q. and Chen, L.M.",
        TITLE = "Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation",
        JOURNAL = PAMI,
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        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4473-4488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135294"}

@article{bb139336,
        AUTHOR = "Ren, Y. and Cong, Y. and Dong, J.H. and Sun, G.",
        TITLE = "Uni3DA: Universal 3D Domain Adaptation for Object Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "379-392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135295"}

@article{bb139337,
        AUTHOR = "Wang, H.X. and Sun, J. and Luo, X. and Xiang, W. and Zhang, S.K. and Chen, C. and Hua, X.S.",
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        JOURNAL = IP,
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        YEAR = "2023",
        PAGES = "1285-1299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135296"}

@article{bb139338,
        AUTHOR = "Huang, Z. and Wen, J. and Chen, S. and Zhu, L.C. and Zheng, N.",
        TITLE = "Discriminative Radial Domain Adaptation",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "1419-1431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135297"}

@article{bb139339,
        AUTHOR = "Wang, H.Y. and Cheng, Y. and Wang, X.S.",
        TITLE = "A Novel Hyperspectral Image Classification Method Using
Class-Weighted Domain Adaptation Network",
        JOURNAL = RS,
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        YEAR = "2023",
        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135298"}

@article{bb139340,
        AUTHOR = "Wang, R.R. and Cheng, Y. and Wang, X.S.",
        TITLE = "Constrained Visual Representation Learning With Bisimulation Metrics
for Safe Reinforcement Learning",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135299"}

@article{bb139341,
        AUTHOR = "Xu, Y.B. and Zhang, Y.M. and Yue, T.X. and Yu, C.C. and Li, H.",
        TITLE = "Graph-Based Domain Adaptation Few-Shot Learning for Hyperspectral
Image Classification",
        JOURNAL = RS,
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        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135300"}

@article{bb139342,
        AUTHOR = "Huang, Z.Y. and Sheng, K. and Li, K. and Liang, J. and Yao, T.P. and Dong, W.M. and Zhou, D.W. and Sun, X.",
        TITLE = "Reciprocal normalization for domain adaptation",
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135301"}

@article{bb139343,
        AUTHOR = "Liu, X.Y. and Dong, Z.Y. and Li, H.H. and Ren, J.C. and Zhao, H.M. and Li, H. and Chen, W.Q. and Xiao, Z.H.",
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Hyperspectral Image Classification",
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        YEAR = "2023",
        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135302"}

@article{bb139344,
        AUTHOR = "Li, P.F. and Liu, F. and Jiao, L.C. and Li, S. and Li, L.L. and Liu, X. and Huang, X.Y.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135303"}

@article{bb139345,
        AUTHOR = "Li, W.K. and Chen, S.C.",
        TITLE = "Partial Domain Adaptation Without Domain Alignment",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8787-8797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135304"}

@article{bb139346,
        AUTHOR = "Su, W. and Han, Z.Y. and He, R.D. and Wei, B.Z. and He, X.Y. and Yin, Y.L.",
        TITLE = "Neighborhood-based credibility anchor learning for universal domain
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135305"}

@article{bb139347,
        AUTHOR = "Wang, W. and Wang, M.Z. and Dong, X. and Lan, L. and Zu, Q.N. and Zhang, X. and Wang, C.",
        TITLE = "Class-specific and self-learning local manifold structure for domain
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        YEAR = "2023",
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@article{bb139348,
        AUTHOR = "Siry, R. and Hemadou, L. and Simon, L. and Jurie, F.",
        TITLE = "On the inductive biases of deep domain adaptation",
        JOURNAL = CVIU,
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        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135307"}

@article{bb139349,
        AUTHOR = "Yu, Z.Q. and Li, J.J. and Zhu, L. and Lu, K. and Shen, H.T.",
        TITLE = "Uneven Bi-Classifier Learning for Domain Adaptation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3398-3408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135308"}

@article{bb139350,
        AUTHOR = "Jing, M.M. and Meng, L.C. and Li, J.J. and Zhu, L. and Shen, H.T.",
        TITLE = "Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation",
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        YEAR = "2023",
        PAGES = "2559-2572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135309"}

@inproceedings{bb139351,
        AUTHOR = "Zhu, L. and Xu, Y.Y. and Liu, Y. and Goh, R.S.M. and Xu, X.X.",
        TITLE = "Ad2Mix: Adversarial and Adaptive Mixup for Unsupervised Domain
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        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6581-6590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135310"}

@article{bb139352,
        AUTHOR = "Zhao, Y.F. and Zhang, T. and Li, J. and Tian, Y.H.",
        TITLE = "Dual Adaptive Representation Alignment for Cross-Domain Few-Shot
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        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11720-11732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135311"}

@article{bb139353,
        AUTHOR = "Kumar, V. and Patil, H. and Lal, R. and Chakraborty, A.",
        TITLE = "Improving Domain Adaptation Through Class Aware Frequency
Transformation",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2888-2907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135312"}

@article{bb139354,
        AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Bao, S.L. and Wen, P.S. and He, Y. and Cao, X.C. and Huang, Q.M.",
        TITLE = "AUC-Oriented Domain Adaptation: From Theory to Algorithm",
        JOURNAL = PAMI,
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        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14161-14174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135313"}

@article{bb139355,
        AUTHOR = "Wang, W. and Li, H.Y. and Wang, C. and Huang, C. and Ding, Z.M. and Nie, F.P. and Cao, X.C.",
        TITLE = "Deep Label Propagation With Nuclear Norm Maximization for Visual
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        YEAR = "2025",
        PAGES = "1246-1258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135314"}

@article{bb139356,
        AUTHOR = "Lv, Q.X. and Li, Y.Z. and Dong, J.Y. and Guo, Z.Q.",
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@article{bb139363,
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Discriminability From Multiple Sources",
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@article{bb139365,
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@article{bb139367,
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@article{bb139368,
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@inproceedings{bb139370,
        AUTHOR = "Jin, Y. and Wang, X. and Long, M.S. and Wang, J.M.",
        TITLE = "Minimum Class Confusion for Versatile Domain Adaptation",
        BOOKTITLE = ECCV20,
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Comprehensive Survey",
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@article{bb139372,
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Visual Domain Adaptation",
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@article{bb139373,
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Insufficiency and Theoretical Insights",
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@article{bb139374,
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adaptation",
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Heterogeneous Domain Adaptation",
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Adaptation",
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Adverse Environments",
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Progressive Class Prototype Rectification",
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        TITLE = "Heterogeneous Domain Adaptation via Correlative and Discriminative
Feature Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135347"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT135352"}

@article{bb139394,
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@article{bb139395,
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@article{bb139396,
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@article{bb139398,
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Image Classification",
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@article{bb139399,
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Last update:Feb 26, 2026 at 10:58:24