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        AUTHOR = "Schlachter, P. and Wagner, S. and Yang, B.",
        TITLE = "Memory-Efficient Pseudo-Labeling for Online Source-Free Universal
Domain Adaptation using a Gaussian Mixture Model",
        BOOKTITLE = WACV25,
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        PAGES = "6425-6434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135559"}

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        AUTHOR = "Mori, J. and Kihara, K. and Miyagawa, T. and Ebihara, A.F. and Teranishi, I. and Kashima, H.",
        TITLE = "Federated Source-Free Domain Adaptation for Classification: Weighted
Cluster Aggregation for Unlabeled Data",
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        YEAR = "2025",
        PAGES = "6879-6889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135560"}

@inproceedings{bb139602,
        AUTHOR = "Rai, S. and Thakur, R.S. and Jangid, K. and Kurmi, V.K.",
        TITLE = "Label Calibration in Source Free Domain Adaptation",
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@inproceedings{bb139603,
        AUTHOR = "Xing, B. and Ying, X.H. and Wang, R.B. and Guo, R. and Shi, J. and Yue, W.Z.",
        TITLE = "Hierarchical Unsupervised Relation Distillation for Source Free Domain
Adaptation",
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        PAGES = "L: 393-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135562"}

@inproceedings{bb139604,
        AUTHOR = "Cho, H. and Park, C. and Kim, D.H. and Kim, J. and Kim, W.H.",
        TITLE = "CNG-SFDA: Clean-and-noisy Region Guided Online-offline Source-free
Domain Adaptation",
        BOOKTITLE = ACCV24,
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        PAGES = "VIII: 139-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135563"}

@inproceedings{bb139605,
        AUTHOR = "Lyu, M.Y. and Hao, T.X. and Xu, X.H. and Chen, H. and Lin, Z. and Han, J.G. and Ding, G.",
        TITLE = "Learn from the Learnt: Source-free Active Domain Adaptation via
Contrastive Sampling and Visual Persistence",
        BOOKTITLE = ECCV24,
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        PAGES = "I: 228-246",
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@inproceedings{bb139606,
        AUTHOR = "Michele, B. and Boulch, A. and Vu, T.H. and Puy, G. and Marlet, R. and Courty, N.",
        TITLE = "Train Till You Drop: Towards Stable and Robust Source-free Unsupervised
3d Domain Adaptation",
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        PAGES = "XX: 1-19",
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@inproceedings{bb139607,
        AUTHOR = "Hao, Y. and Forest, F. and Fink, O.",
        TITLE = "Simplifying Source-free Domain Adaptation for Object Detection:
Effective Self-training Strategies and Performance Insights",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIV: 196-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135566"}

@inproceedings{bb139608,
        AUTHOR = "Tejero de Pablos, A. and Togashi, R. and Otani, M. and Satoh, S.",
        TITLE = "Robust Nearest Neighbors for Source-free Domain Adaptation Under Class
Distribution Shift",
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        PAGES = "LXXII: 1-17",
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@inproceedings{bb139609,
        AUTHOR = "Diamant, I. and Rosenfeld, A. and Achituve, I. and Goldberger, J. and Netzer, A.",
        TITLE = "De-confusing Pseudo-labels in Source-free Domain Adaptation",
        BOOKTITLE = ECCV24,
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        PAGES = "LXXIX: 108-125",
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@inproceedings{bb139610,
        AUTHOR = "Khramtsova, E. and Baktashmotlagh, M. and Zuccon, G. and Wang, X. and Salzmann, M.",
        TITLE = "Source-free Domain-invariant Performance Prediction",
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@inproceedings{bb139611,
        AUTHOR = "Yoon, I. and Kwon, H.J. and Kim, J. and Park, J. and Jang, H. and Sohn, K.",
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Low-Confidence Pseudo Label Distillation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIV: 337-353",
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@inproceedings{bb139612,
        AUTHOR = "Xia, H.F. and Xia, S. and Ding, Z.M.",
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Adaptation",
        BOOKTITLE = CVPR24,
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@inproceedings{bb139613,
        AUTHOR = "Mitsuzumi, Y. and Kimura, A. and Kashima, H.",
        TITLE = "Understanding and Improving Source-Free Domain Adaptation from a
Theoretical Perspective",
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@inproceedings{bb139614,
        AUTHOR = "Zhang, W.Q. and Lv, Z.",
        TITLE = "Revisiting the Domain Shift and Sample Uncertainty in Multi-source
Active Domain Transfer",
        BOOKTITLE = CVPR24,
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@inproceedings{bb139615,
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        TITLE = "ReCLIP: Refine Contrastive Language Image Pre-Training with Source
Free Domain Adaptation",
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@inproceedings{bb139616,
        AUTHOR = "Ahmed, S. and Al Arafat, A. and Rizve, M.N. and Hossain, R. and Guo, Z.S. and Rakin, A.S.",
        TITLE = "SSDA: Secure Source-Free Domain Adaptation",
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@inproceedings{bb139617,
        AUTHOR = "Zhang, W.Y. and Shen, L. and Foo, C.S.",
        TITLE = "Rethinking the Role of Pre-Trained Networks in Source-Free Domain
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        BOOKTITLE = ICCV23,
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@inproceedings{bb139618,
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Efficient Source Free Domain Adaptation",
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@inproceedings{bb139619,
        AUTHOR = "Wang, F. and Han, Z.Y. and Zhang, Z.Y. and He, R.D. and Yin, Y.L.",
        TITLE = "MHPL: Minimum Happy Points Learning for Active Source Free Domain
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@inproceedings{bb139620,
        AUTHOR = "Li, K. and Patel, D. and Kruus, E. and Min, M.R.",
        TITLE = "Source-Free Video Domain Adaptation with Spatial-Temporal-Historical
Consistency Learning",
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@inproceedings{bb139621,
        AUTHOR = "Zhang, Y.X. and Wang, Z. and He, W.N.",
        TITLE = "Class Relationship Embedded Learning for Source-Free Unsupervised
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        BOOKTITLE = CVPR23,
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@inproceedings{bb139622,
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        TITLE = "SALAD: Source-free Active Label-Agnostic Domain Adaptation for
Classification, Segmentation and Detection",
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        YEAR = "2023",
        PAGES = "382-391",
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@inproceedings{bb139623,
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Domain Adaptation",
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        PAGES = "XXXIV:147-164",
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@inproceedings{bb139625,
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@inproceedings{bb139626,
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@inproceedings{bb139627,
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        TITLE = "Domain-Specificity Inducing Transformers for Source-Free Domain
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        BOOKTITLE = ICCV23,
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@inproceedings{bb139628,
        AUTHOR = "Kundu, J.N. and Bhambri, S. and Kulkarni, A. and Sarkar, H. and Jampani, V. and Babu, R.V.",
        TITLE = "Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain
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        YEAR = "2022",
        PAGES = "XXX:177-194",
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@inproceedings{bb139629,
        AUTHOR = "Yazdanpanah, M. and Moradi, P.",
        TITLE = "Visual Domain Bridge: A source-free domain adaptation for
cross-domain few-shot learning",
        BOOKTITLE = FaDE-TCV22,
        YEAR = "2022",
        PAGES = "2867-2876",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135588"}

@inproceedings{bb139630,
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        TITLE = "Distinguish Then Exploit: Source-free Open Set Domain Adaptation via
Weight Barcode Estimation and Sparse Label Assignment",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4927-4938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT135589"}

@inproceedings{bb139631,
        AUTHOR = "Wang, F. and Han, Z.Y. and Gong, Y.S. and Yin, Y.L.",
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        BOOKTITLE = CVPR22,
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        PAGES = "7141-7150",
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        AUTHOR = "Kundu, J.N. and Venkat, N. and Rahul, M.V. and Babu, R.V.",
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        AUTHOR = "Rakshit, S. and Banerjee, B. and Roig, G. and Chaudhuri, S.",
        TITLE = "Unsupervised Multi-source Domain Adaptation Driven by Deep Adversarial
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@inproceedings{bb139635,
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@inproceedings{bb139636,
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        YEAR = "2022",
        PAGES = "4028-4037",
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@inproceedings{bb139637,
        AUTHOR = "Rakshit, S. and Tamboli, D. and Meshram, P.S. and Banerjee, B. and Roig, G. and Chaudhuri, S.",
        TITLE = "Multi-source Open-set Deep Adversarial Domain Adaptation",
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        YEAR = "2020",
        PAGES = "XXVI:735-750",
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@article{bb139638,
        AUTHOR = "Liu, J.Y. and He, H.C. and Liu, M.Z. and Li, J.J. and Lu, K.",
        TITLE = "Manifold Regularized Joint Transfer for Open Set Domain Adaptation",
        JOURNAL = MultMed,
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        YEAR = "2023",
        PAGES = "9356-9369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135597"}

@article{bb139639,
        AUTHOR = "Ru, J.H. and Tian, J. and Xiao, C.W. and Li, J.J. and Shen, H.T.",
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        JOURNAL = MultMed,
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        YEAR = "2024",
        PAGES = "2504-2514",
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@inproceedings{bb139640,
        AUTHOR = "Li, X.H. and Li, J.J. and Du, Z.K. and Zhu, L. and Li, W.",
        TITLE = "Interpretable Open-Set Domain Adaptation via Angular Margin Separation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXIV:1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135599"}

@article{bb139641,
        AUTHOR = "Zheng, J.P. and Wen, Y.B. and Chen, M.X. and Yuan, S. and Li, W.J. and Zhao, Y. and Wu, W.Z. and Zhang, L.X. and Dong, R.M. and Fu, H.",
        TITLE = "Open-set domain adaptation for scene classification using
multi-adversarial learning",
        JOURNAL = PandRS,
        VOLUME = "208",
        YEAR = "2024",
        PAGES = "245-260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135600"}

@article{bb139642,
        AUTHOR = "Tian, Q. and Zhao, Y. and Wu, W.Y.C. and Sun, J.X.",
        TITLE = "Enhancing open-set domain adaptation through unknown-filtering
multi-classifier adversarial network",
        JOURNAL = IVC,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "104993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135601"}

@article{bb139643,
        AUTHOR = "Yu, Q. and Irie, G. and Aizawa, K.",
        TITLE = "Self-Labeling Framework for Open-Set Domain Adaptation With Few
Labeled Samples",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1474-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135602"}

@article{bb139644,
        AUTHOR = "Ji, K.K. and Zhang, Q.L. and Zhu, S.H.",
        TITLE = "Subdomain alignment based open-set domain adaptation image
classification",
        JOURNAL = JVCIR,
        VOLUME = "98",
        YEAR = "2024",
        PAGES = "104047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135603"}

@article{bb139645,
        AUTHOR = "Li, J. and Yang, L. and Hu, Q.H.",
        TITLE = "Enhancing Multi-Source Open-Set Domain Adaptation Through Nearest
Neighbor Classification With Self-Supervised Vision Transformer",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2648-2662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135604"}

@article{bb139646,
        AUTHOR = "Chang, D.L. and Sain, A. and Ma, Z.Y. and Song, Y.Z. and Wang, R.P. and Guo, J.",
        TITLE = "Mind the Gap: Open Set Domain Adaptation via Mutual-to-Separate
Framework",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4159-4174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135605"}

@article{bb139647,
        AUTHOR = "Ai, W.W. and Yang, Z. and Chen, Z.Y. and Hu, X.",
        TITLE = "Maximum open-set entropy optimization via uncertainty measure for
universal domain adaptation",
        JOURNAL = JVCIR,
        VOLUME = "101",
        YEAR = "2024",
        PAGES = "104169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135606"}

@article{bb139648,
        AUTHOR = "Yu, Q. and Irie, G. and Aizawa, K.",
        TITLE = "Open-set domain adaptation with visual-language foundation models",
        JOURNAL = CVIU,
        VOLUME = "250",
        YEAR = "2025",
        PAGES = "104230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135607"}

@article{bb139649,
        AUTHOR = "Alvarenga e Silva, L.F. and dos Santos, S.F. and Sebe, N. and Almeida, J.",
        TITLE = "Beyond the known: Enhancing Open Set Domain Adaptation with unknown
exploration",
        JOURNAL = PRL,
        VOLUME = "189",
        YEAR = "2025",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135608"}

@article{bb139650,
        AUTHOR = "Tong, Y.J. and Chang, D.L. and Li, D. and Wang, X.R. and Liang, K.M. and He, Z.J. and Song, Y.Z. and Ma, Z.Y.",
        TITLE = "Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain
Adaptation",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1382-1397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135609"}

@article{bb139651,
        AUTHOR = "Li, F. and Lan, Y.F. and Lu, Y. and Wong, W.K. and Zhao, M. and Lai, Z.H. and Li, X.L.",
        TITLE = "Separation of Unknown Features and Samples for Unbiased Source-free
Open Set Domain Adaptation",
        JOURNAL = PR,
        VOLUME = "166",
        YEAR = "2025",
        PAGES = "111661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135610"}

@article{bb139652,
        AUTHOR = "Xi, B. and Zhang, W.J. and Li, J.J. and Song, R. and Li, Y.S.",
        TITLE = "HyperTaFOR: Task-Adaptive Few-Shot Open-Set Recognition with
Spatial-Spectral Selective Transformer for Hyperspectral Imagery",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "4148-4160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135611"}

@article{bb139653,
        AUTHOR = "Liu, B.Z. and Xu, Y.Y. and Xu, C. and Xu, X.M. and He, S.F.",
        TITLE = "Open-Set Mixed Domain Adaptation via Visual-Linguistic Focal Evolving",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8495-8507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135612"}

@article{bb139654,
        AUTHOR = "Wen, L.S. and Chen, S. and Zheng, L. and Xuan, P.",
        TITLE = "Open-Set Domain Adaptation by Joint Distribution Alignment and
Unknown Risk Minimization",
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        TITLE = "Open Ad-hoc Categorization with Contextualized Feature Learning",
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@inproceedings{bb139656,
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        TITLE = "OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain
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@inproceedings{bb139657,
        AUTHOR = "Zhang, D. and Westfechtel, T. and Harada, T.",
        TITLE = "Open-set Domain Adaptation via Joint Error Based Multi-class Positive
and Unlabeled Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIII: 105-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135616"}

@inproceedings{bb139658,
        AUTHOR = "Zeng, S.H. and Liu, X. and Zhou, Y.",
        TITLE = "Decoupling Domain Invariance and Variance with Tailored Prompts for
Open-Set Domain Adaptation",
        BOOKTITLE = ICIP24,
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        PAGES = "645-651",
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@inproceedings{bb139659,
        AUTHOR = "Jahan, C.S. and Savakis, A.",
        TITLE = "Unknown Sample Discovery for Source Free Open Set Domain Adaptation",
        BOOKTITLE = MAT24,
        YEAR = "2024",
        PAGES = "1067-1076",
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@inproceedings{bb139660,
        AUTHOR = "Li, W.Y. and Liu, J. and Han, B. and Yuan, Y.X.",
        TITLE = "Adjustment and Alignment for Unbiased Open Set Domain Adaptation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24110-24119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135619"}

@inproceedings{bb139661,
        AUTHOR = "Liu, J. and Guo, X.Q. and Yuan, Y.X.",
        TITLE = "Unknown-Oriented Learning for Open Set Domain Adaptation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXIII:334-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135620"}

@inproceedings{bb139662,
        AUTHOR = "Cai, S.F. and Wang, Z.H. and Ma, X.J. and Liu, A. and Liang, Y.",
        TITLE = "Open-World Multi-Task Control Through Goal-Aware Representation
Learning and Adaptive Horizon Prediction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "13734-13744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135621"}

@inproceedings{bb139663,
        AUTHOR = "Wang, X. and Zhang, J. and Qi, L. and Shi, Y.H.",
        TITLE = "Generalizable Decision Boundaries:
Dualistic Meta-Learning for Open Set Domain Generalization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11530-11539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135622"}

@inproceedings{bb139664,
        AUTHOR = "Huang, S.Y. and Ma, J.W. and Han, G.X. and Chang, S.F.",
        TITLE = "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7161-7170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135623"}

@inproceedings{bb139665,
        AUTHOR = "Bucci, S. and Borlino, F.C. and Caputo, B. and Tommasi, T.",
        TITLE = "Distance-based Hyperspherical Classification for Multi-source
Open-Set Domain Adaptation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1030-1039",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135624"}

@inproceedings{bb139666,
        AUTHOR = "Kishida, I. and Chen, H. and Baba, M. and Jin, J. and Amma, A. and Nakayama, H.",
        TITLE = "Object Recognition with Continual Open Set Domain Adaptation for Home
Robot",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1516-1525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135625"}

@inproceedings{bb139667,
        AUTHOR = "He, X.X. and Yuan, Y. and Jiang, Z.Y.",
        TITLE = "Open Set Domain Recognition via Attention-Based GCN and Semantic
Matching Optimization",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4626-4633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135626"}

@inproceedings{bb139668,
        AUTHOR = "Fu, B. and Cao, Z.J. and Long, M.S. and Wang, J.M.",
        TITLE = "Learning to Detect Open Classes for Universal Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XV:567-583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605osda6.html#TT135627"}

@inproceedings{bb139669,
        AUTHOR = "Liu, Z. and Miao, Z. and Pan, X. and Zhan, X. and Lin, D. and Yu, S.X. and Gong, B.",
        TITLE = "Open Compound Domain Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12403-12412",
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@article{bb139670,
        AUTHOR = "Yang, H.Z. and Chen, C. and Jiang, M. and Liu, Q. and Cao, J.F. and Heng, P.A. and Dou, Q.",
        TITLE = "DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain
Medical Images",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3575-3586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135629"}

@article{bb139671,
        AUTHOR = "Zeng, L.B. and Han, J.Y. and Du, L. and Ding, W.Y.",
        TITLE = "Rethinking precision of pseudo label:
Test-time adaptation via complementary learning",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "96-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135630"}

@article{bb139672,
        AUTHOR = "Wu, J.X. and Chen, X. and Wen, J. and Peng, W.L. and Xue, Y.M.",
        TITLE = "A Test-Time Entropy Minimization Method for Cross-Domain Linguistic
Steganalysis",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1760-1764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135631"}

@article{bb139673,
        AUTHOR = "Su, Y.Y. and Xu, X. and Li, T.R. and Jia, K.",
        TITLE = "Revisiting Realistic Test-Time Training: Sequential Inference and
Adaptation by Anchored Clustering Regularized Self-Training",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5524-5540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135632"}

@article{bb139674,
        AUTHOR = "Liang, J. and He, R. and Tan, T.N.",
        TITLE = "A Comprehensive Survey on Test-Time Adaptation Under Distribution
Shifts",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "31-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135633"}

@article{bb139675,
        AUTHOR = "Wang, Z.X. and Luo, Y.D. and Zheng, L. and Chen, Z.X. and Wang, S. and Huang, Z.",
        TITLE = "In Search of Lost Online Test-Time Adaptation: A Survey",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1106-1139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135634"}

@article{bb139676,
        AUTHOR = "Ye, Y.Y. and Wei, W. and Zhang, L. and Ding, C. and Zhang, Y.N.",
        TITLE = "Domain consistency learning for continual test-time adaptation in
image semantic segmentation",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135635"}

@article{bb139677,
        AUTHOR = "Cheng, Z.M. and Liu, M.X. and Yang, D. and Zhao, Z.D. and Yan, C.G. and Wang, S.",
        TITLE = "Domain generalization for image classification with dynamic decision
boundary",
        JOURNAL = PR,
        VOLUME = "166",
        YEAR = "2025",
        PAGES = "111678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135636"}

@article{bb139678,
        AUTHOR = "Shao, M.W. and Shao, X. and Meng, L.Z. and Liu, Y.Y.",
        TITLE = "DFDW: Distribution-aware Filter and Dynamic Weight for
open-mixed-domain Test-time adaptation",
        JOURNAL = IVC,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "105521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135637"}

@article{bb139679,
        AUTHOR = "Huang, Y. and Su, Y.Y. and Yang, X. and Lin, X. and Xu, X.",
        TITLE = "Mitigating Missing Feature Channels at Inference Stage: Test-Time
Adaptation Through Self-Training With Data Imputation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2414-2418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135638"}

@article{bb139680,
        AUTHOR = "Tan, M.K. and Chen, G.H. and Wu, J.X. and Zhang, Y.F. and Chen, Y. and Zhao, P.L. and Niu, S.C.",
        TITLE = "Uncertainty-Calibrated Test-Time Model Adaptation Without Forgetting",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6274-6289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135639"}

@article{bb139681,
        AUTHOR = "Feng, C.M. and He, Y.Y. and Zou, J. and Khan, S. and Xiong, H. and Li, Z. and Zuo, W.M. and Goh, R.S.M. and Liu, Y.",
        TITLE = "Diffusion-Enhanced Test-Time Adaptation with Text and Image
Augmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5083-5098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135640"}

@article{bb139682,
        AUTHOR = "Karimi, S. and Dibeklioglu, H.",
        TITLE = "SATA: Style Agnostic Test time Adaptation for domain generalization",
        JOURNAL = IVC,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "105607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135641"}

@article{bb139683,
        AUTHOR = "Zhang, A.M. and Yu, T.Y. and Bai, L. and Tang, J. and Guo, Y.M. and Ruan, Y. and Zhou, Y. and Lu, Z.",
        TITLE = "COLA: Context-Aware Language-Driven Test-Time Adaptation",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6002-6015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135642"}

@article{bb139684,
        AUTHOR = "Jung, D.",
        TITLE = "Harnessing consistency for improved test-time adaptation",
        JOURNAL = IVC,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "105650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135643"}

@article{bb139685,
        AUTHOR = "Fan, Q. and Segu, M. and Dai, D.X. and Tai, Y.W. and Tang, C.K.",
        TITLE = "Robust Object Detection with Domain-Invariant Training and Continual
Test-Time Adaptation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6768-6793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135644"}

@article{bb139686,
        AUTHOR = "Liu, Y. and Huang, C. and Xu, Y. and Cao, X.C. and Wang, J.H.",
        TITLE = "Toward Efficient Test Time Adaptation With Hierarchical Distribution
Alignment",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6852-6864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135645"}

@article{bb139687,
        AUTHOR = "Zhang, S.Q. and Zhang, L. and Liu, Z.Y.",
        TITLE = "Test-time adaptation for object detection via Dynamic Dual Teaching",
        JOURNAL = IVC,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "105740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135646"}

@article{bb139688,
        AUTHOR = "Tian, Y.T. and Li, K. and He, T.Y. and Wan, L. and Heng, P.A. and Feng, W.",
        TITLE = "Dual Domain-Attribute Learning Framework With Asynchronous Adapters
for Continual Test-Time Adaptation",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "376-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135647"}

@article{bb139689,
        AUTHOR = "Zhang, H.X. and Yang, Z. and Sun, Y. and Chen, L. and Xia, F. and Guney, F. and Li, H.Y.",
        TITLE = "Test-Time Correction: An Online 3D Detection System via Visual
Prompting",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3666-3679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135648"}

@inproceedings{bb139690,
        AUTHOR = "Sanga, P. and Singh, J. and Chakraborti, T.",
        TITLE = "Get a GRIP on Test Time Adaptation! - Group Robust Inference-Time
Policy Optimization for Vision Models",
        BOOKTITLE = FGVC25,
        YEAR = "2025",
        PAGES = "3367-3376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135649"}

@inproceedings{bb139691,
        AUTHOR = "Song, T.X. and Wang, S. and Li, R.",
        TITLE = "Reward-Adaptation: A Novel Test-Time Adaptation Method With Reward
Model",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "683-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135650"}

@inproceedings{bb139692,
        AUTHOR = "Jia, S. and Hajavi, A. and Fashandi, H. and Ferreira, K.",
        TITLE = "ID-TTA: Classifier-Free Test Time Adaptation for Metric Learning",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1606-1611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135651"}

@inproceedings{bb139693,
        AUTHOR = "Dai, Q.Y. and Yang, S.",
        TITLE = "Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with
Online EM",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9538-9548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135652"}

@inproceedings{bb139694,
        AUTHOR = "Xie, J.H. and Tonioni, A. and Rauschmayr, N. and Tombari, F. and Schiele, B.",
        TITLE = "Test-Time Visual In-Context Tuning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19996-20005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135653"}

@inproceedings{bb139695,
        AUTHOR = "Dalal, K. and Koceja, D. and Xu, J.R. and Zhao, Y. and Han, S.H. and Cheung, K.C. and Kautz, J. and Choi, Y. and Sun, Y. and Wang, X.L.",
        TITLE = "One-Minute Video Generation with Test-Time Training",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17702-17711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135654"}

@inproceedings{bb139696,
        AUTHOR = "Ni, C.G. and Lyu, F. and Tan, J.Y. and Hu, F.Y. and Yao, R. and Zhou, T.",
        TITLE = "Maintaining Consistent Inter-Class Topology in Continual Test-Time
Adaptation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15319-15328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135655"}

@inproceedings{bb139697,
        AUTHOR = "Shi, J.N. and Talak, R. and Zhang, H. and Jin, D. and Carlone, L.",
        TITLE = "CRISP: Object Pose and Shape Estimation with Test-Time Adaptation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "11644-11653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135656"}

@inproceedings{bb139698,
        AUTHOR = "Zhang, C.Y. and Xu, K.L. and Liu, Z.C. and Peng, Y.X. and Zhou, J.H.",
        TITLE = "SCAP: Transductive Test-Time Adaptation via Supportive Clique-based
Attribute Prompting",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30032-30041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ttada8.html#TT135657"}

@inproceedings{bb139699,
        AUTHOR = "Ma, K. and Tang, J.Q. and Guo, B. and Dang, F. and Liu, S. and Zhu, Z. and Wu, L. and Fang, C. and Chen, Y.C. and Yu, Z.W. and Liu, Y.H.",
        TITLE = "Surgeon: Memory-Adaptive Fully Test-Time Adaptation via Dynamic
Activation Sparsity",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30514-30523",
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