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JOURNAL = PAMI,
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AUTHOR = "Liu, C. and Zhou, L.H. and Ye, M. and Li, X.",
TITLE = "Self-Alignment for Black-Box Domain Adaptation of Image
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JOURNAL = SPLetters,
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AUTHOR = "Saltori, C. and Rota, P. and Sebe, N. and Almeida, J.",
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AUTHOR = "Azizzadenesheli, K.",
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JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
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MONTH = "October",
PAGES = "6578-6584",
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AUTHOR = "Wang, S.S. and Zhang, L. and Wang, P.C. and Wang, M.Z. and Zhang, X.Y.",
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AUTHOR = "Luo, M.K. and Yang, Z. and Ai, W.W. and Liu, J.H.",
TITLE = "Confidence based class weight and embedding discrepancy constraint
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JOURNAL = JVCIR,
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PAGES = "103630",
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AUTHOR = "Zhang, L. and Zuo, L.Y. and Wang, B.Y. and Li, X. and Zhen, X.T.",
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JOURNAL = CirSysVideo,
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YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7448-7459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134567"}
@article{bb138607,
AUTHOR = "Zuo, L.Y. and Wang, B. and Zhang, L. and Xu, J. and Zhen, X.T.",
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JOURNAL = MultMed,
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YEAR = "2024",
PAGES = "1460-1473",
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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",
PAGES = "7322-7337",
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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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MONTH = "June",
PAGES = "4473-4488",
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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",
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MONTH = "January",
PAGES = "379-392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134571"}
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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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AUTHOR = "Huang, Z. and Wen, J. and Chen, S. and Zhu, L.C. and Zheng, N.",
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JOURNAL = IP,
VOLUME = "32",
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AUTHOR = "Wang, H.Y. and Cheng, Y. and Wang, X.S.",
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AUTHOR = "Wang, R.R. and Cheng, Y. and Wang, X.S.",
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AUTHOR = "Xu, Y.B. and Zhang, Y.M. and Yue, T.X. and Yu, C.C. and Li, H.",
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AUTHOR = "Li, W.K. and Chen, S.C.",
TITLE = "Partial Domain Adaptation Without Domain Alignment",
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AUTHOR = "Su, W. and Han, Z.Y. and He, R.D. and Wei, B.Z. and He, X.Y. and Yin, Y.L.",
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AUTHOR = "Wang, W. and Wang, M.Z. and Dong, X. and Lan, L. and Zu, Q.N. and Zhang, X. and Wang, C.",
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AUTHOR = "Zhu, L. and Xu, Y.Y. and Liu, Y. and Goh, R.S.M. and Xu, X.X.",
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AUTHOR = "Yu, X. and Gu, X. and Sun, J.",
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target domain data",
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AUTHOR = "Luo, L.K. and Hu, S.Q. and Chen, L.M.",
TITLE = "Discriminative Noise Robust Sparse Orthogonal Label Regression-Based
Domain Adaptation",
JOURNAL = IJCV,
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AUTHOR = "Ji, F.F. and Chen, Y.P. and Liu, L.Q. and Yuan, X.T.",
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MONTH = "March",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134597"}
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AUTHOR = "Zhou, C.Y. and Wang, Z.M. and Zhang, X.P. and Du, B.",
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Discriminability From Multiple Sources",
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AUTHOR = "Xie, M.X. and Li, S. and Gong, K.X. and Wang, Y.L. and Huang, G.",
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AUTHOR = "Liu, Y.F. and Du, B. and Chen, Y.Y. and Zhang, L.",
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AUTHOR = "Wang, Y.F. and Zhang, L. and Song, R. and Li, H.L. and Rosin, P.L. and Zhang, W.",
TITLE = "Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain
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JOURNAL = IJCV,
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YEAR = "2024",
NUMBER = "5",
MONTH = "May",
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AUTHOR = "Wang, M.Z. and Wang, S.S. and Yang, X. and Yuan, J.L. and Zhang, W.J.",
TITLE = "Equity in Unsupervised Domain Adaptation by Nuclear Norm Maximization",
JOURNAL = CirSysVideo,
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NUMBER = "7",
MONTH = "July",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134602"}
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AUTHOR = "Pilavci, Y.Y. and Guneyi, E.T. and Cengiz, C. and Vural, E.",
TITLE = "Graph domain adaptation with localized graph signal representations",
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AUTHOR = "Jin, Y. and Cao, Z.J. and Wang, X. and Wang, J.M. and Long, M.S.",
TITLE = "One Fits Many: Class Confusion Loss for Versatile Domain Adaptation",
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YEAR = "2024",
NUMBER = "11",
MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134604"}
@inproceedings{bb138644,
AUTHOR = "Jin, Y. and Wang, X. and Long, M.S. and Wang, J.M.",
TITLE = "Minimum Class Confusion for Versatile Domain Adaptation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXI:464-480",
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@article{bb138645,
AUTHOR = "Xu, Y.C. and Cao, H.Z. and Xie, L.H. and Li, X.L. and Chen, Z.H. and Yang, J.F.",
TITLE = "Video Unsupervised Domain Adaptation with Deep Learning: A
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NUMBER = "12",
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@article{bb138646,
AUTHOR = "Luo, Y.W. and Ren, C.X. and Xu, X.L. and Liu, Q.S.",
TITLE = "Geometric Understanding of Discriminability and Transferability for
Visual Domain Adaptation",
JOURNAL = PAMI,
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NUMBER = "12",
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@article{bb138647,
AUTHOR = "Luo, Y.W. and Ren, C.X.",
TITLE = "When Invariant Representation Learning Meets Label Shift:
Insufficiency and Theoretical Insights",
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@article{bb138648,
AUTHOR = "Lee, G. and Lee, K.",
TITLE = "A two-layer regression network for robust and accurate domain
adaptation",
JOURNAL = PR,
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YEAR = "2025",
PAGES = "111038",
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AUTHOR = "Wong, W.K. and Lin, D. and Lu, Y. and Wen, J.J. and Lai, Z.H. and Li, X.L.",
TITLE = "Correlation-Guided Distribution and Geometry Alignments for
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AUTHOR = "Wong, W.K. and Lu, Y. and Wu, J. and Lai, Z.H. and Li, X.L.",
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AUTHOR = "Zheng, Z.F. and Teng, S.H. and Teng, L. and Wu, N.Q. and Zhang, W.",
TITLE = "Micro-community domain adaptation",
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AUTHOR = "Zheng, Z.F. and Teng, S.H. and Teng, L. and Zhang, W. and Wu, N.Q.",
TITLE = "Adaptive Graph Learning With Semantic Promotability for Domain
Adaptation",
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@article{bb138653,
AUTHOR = "Sun, Y.L. and Shi, G.M. and Dong, W.S. and Li, X. and Dong, L. and Xie, X.M.",
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@article{bb138654,
AUTHOR = "Dayal, A. and Shrusti, S. and Cenkeramaddi, L.R. and Mohan, C.K. and Kumar, A.",
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JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
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@article{bb138655,
AUTHOR = "Kong, Y.X. and Yang, P. and Cheng, Y.",
TITLE = "Adaptive On-Device Model Update for Responsive Video Analytics in
Adverse Environments",
JOURNAL = CirSysVideo,
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@article{bb138656,
AUTHOR = "Zhu, Y. and Ai, J.Q. and Wu, L. and Guo, D. and Jia, W. and Hong, R.C.",
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AUTHOR = "Zhu, M. and Mao, A. and Liu, J. and Yuan, Y.X.",
TITLE = "DEeR: Deviation Eliminating and Noise Regulating for
Privacy-Preserving Federated Low-Rank Adaptation",
JOURNAL = MedImg,
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NUMBER = "4",
MONTH = "April",
PAGES = "1783-1795",
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AUTHOR = "Wang, Y. and Shu, Z.H. and Feng, Y. and Liu, R. and Cao, Q.S. and Li, D.P. and Wang, L.",
TITLE = "Enhancing Cross-Domain Remote Sensing Scene Classification by
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NUMBER = "7",
PAGES = "1302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134619"}
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AUTHOR = "Li, Z.Q. and Wu, Y. and Wang, C.Y. and Rui, X. and Li, B.",
TITLE = "One-Shot Generative Domain Adaptation in 3D GANs",
JOURNAL = IJCV,
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YEAR = "2025",
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MONTH = "May",
PAGES = "2371-2391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134620"}
@article{bb138660,
AUTHOR = "Tian, Q. and Li, Y.Z. and Yu, J.S. and Shen, J.Y. and Ou, W.H.",
TITLE = "Rethinking Active Domain Adaptation: Balancing Uncertainty and
Diversity",
JOURNAL = IVC,
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YEAR = "2025",
PAGES = "105492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134621"}
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AUTHOR = "Cai, Z.Y. and Huang, Y.W. and Zhang, T.F. and Zheng, Y.F. and Yue, D.",
TITLE = "Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal
Diffusion Networks",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "4623-4645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134622"}
@article{bb138662,
AUTHOR = "Lu, Y. and Lin, D. and Shen, L.L. and Zhou, Y.C. and Pan, J.H.",
TITLE = "Heterogeneous Domain Adaptation via Correlative and Discriminative
Feature Learning",
JOURNAL = MultMed,
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YEAR = "2025",
PAGES = "3447-3461",
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AUTHOR = "Yoo, C. and Liu, X.F. and Xing, F.X. and Woo, J. and Kang, J.W.",
TITLE = "Label Space-Induced Pseudo Label Refinement for Multi-Source
Black-Box Domain Adaptation",
JOURNAL = IP,
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YEAR = "2025",
PAGES = "3181-3193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134624"}
@article{bb138664,
AUTHOR = "Wang, Z.M. and Xue, N. and Lei, L. and Jornsten, R. and Xia, G.S.",
TITLE = "Partial Distribution Matching via Partial Wasserstein Adversarial
Networks",
JOURNAL = PAMI,
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NUMBER = "9",
MONTH = "September",
PAGES = "7944-7959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134625"}
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AUTHOR = "Zhou, B. and Liu, L. and Fan, C. and Zhao, Z.P.",
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JOURNAL = PR,
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YEAR = "2026",
PAGES = "112100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134626"}
@article{bb138666,
AUTHOR = "Guo, C.J. and Ren, C.X. and Luo, Y.W. and Xu, X.L. and Yan, H.",
TITLE = "Partial Domain Adaptation via Importance Sampling-Based Shift
Correction",
JOURNAL = IP,
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134627"}
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AUTHOR = "Chen, K.X. and Chang, H.Y. and Xu, M.Q. and Du, R. and Wu, M. and Ma, Z.Y. and Zhang, C.",
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Class With Single Annotation",
JOURNAL = IP,
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PAGES = "5527-5542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134628"}
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AUTHOR = "Cai, Z.C. and Wu, Z.Z. and Qu, Y.Y. and Zeng, D.Y.",
TITLE = "F-MMD-DBA: Frobenius-norm Maximum Mean Discrepancy for domain
bi-classifier adversarial",
JOURNAL = PRL,
VOLUME = "196",
YEAR = "2025",
PAGES = "191-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134629"}
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AUTHOR = "Hu, J.W. and Barria, J.A.",
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Parameter Adaptation",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4074-4078",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134630"}
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AUTHOR = "Lu, Y. and Hu, X. and Huang, H.Y. and Lai, Z.H. and Li, X.L.",
TITLE = "Semantic Dual-Adversarial Network for Blended-Target Domain
Adaptation",
JOURNAL = MultMed,
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YEAR = "2025",
PAGES = "7930-7945",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134631"}
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AUTHOR = "Shen, X.L. and Ou, H.Q. and Ni, Z. and Yang, W.H. and Wang, S.Q. and Kwong, S.",
TITLE = "Transferring From Distortion to Perception-Oriented Optimization:
Just-Noticeable-Distortion-Based Domain Adaptation",
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VOLUME = "27",
YEAR = "2025",
PAGES = "8199-8211",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134632"}
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AUTHOR = "Zhang, W. and Hu, R. and Wang, J.R. and Zhang, L.L. and Zhu, C.Y.",
TITLE = "Spectral Prototype Attention Domain Adaptation for Hyperspectral
Image Classification",
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134633"}
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AUTHOR = "Liu, L.H. and Li, W.J.",
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JOURNAL = PRL,
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YEAR = "2026",
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AUTHOR = "Liu, D. and Liu, L. and Li, F.Z. and He, J.Z.",
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adaptation",
JOURNAL = PR,
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BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2342-2347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134636"}
@inproceedings{bb138676,
AUTHOR = "Shah, K. and Sinha, A. and Reddy, A. and Roy, A. and Chellappa, R.",
TITLE = "DIFFUSE2ADAPT: Controlled Diffusion for Synthetic-to-Real Domain
Adaptation",
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YEAR = "2025",
PAGES = "2235-2240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134637"}
@inproceedings{bb138677,
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BOOKTITLE = DomainFuture25,
YEAR = "2025",
PAGES = "6471-6480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134638"}
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AUTHOR = "Dai, Y.C. and Gu, S.L. and Fan, R.D. and Xu, C. and Hou, C.P.",
TITLE = "Label Shift Meets Online Learning: Ensuring Consistent Adaptation
with Universal Dynamic Regret",
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YEAR = "2025",
PAGES = "15392-15401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da2.html#TT134639"}
@inproceedings{bb138679,
AUTHOR = "Yang, D.Y. and Lee, J. and Kim, Y.",
TITLE = "TAROT: Towards Essentially Domain-Invariant Robustness with
Theoretical Justification",
BOOKTITLE = CVPR25,
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@inproceedings{bb138681,
AUTHOR = "Han, M.Q. and Pan, L.Y. and Liu, X.B.",
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25240-25249",
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@inproceedings{bb138684,
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AUTHOR = "Xie, Y.C. and Song, J. and Wang, H.Q. and Song, M.L.",
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@inproceedings{bb138694,
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Source-free Universal Domain Adaptation",
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@inproceedings{bb138696,
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AUTHOR = "Zhang, X.H. and Yoon, J. and Bansal, M. and Yao, H.X.",
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@inproceedings{bb138698,
AUTHOR = "Scheibenreif, L. and Mommert, M. and Borth, D.",
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YEAR = "2024",
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@inproceedings{bb138699,
AUTHOR = "Zhao, Y.W. and Han, H. and Shan, S.G. and Chen, X.L.",
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BOOKTITLE = WACV24,
YEAR = "2024",
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