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        TITLE = "Temporal Attentive Alignment for Large-Scale Video Domain Adaptation",
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@inproceedings{bb138801,
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        TITLE = "Domain Adaptation for Semantic Segmentation With Maximum Squares Loss",
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        YEAR = "2019",
        PAGES = "2090-2099",
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@inproceedings{bb138802,
        AUTHOR = "Tsai, Y.H. and Sohn, K. and Schulter, S. and Chandraker, M.",
        TITLE = "Domain Adaptation for Structured Output via Discriminative Patch
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        BOOKTITLE = ICCV19,
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@inproceedings{bb138803,
        AUTHOR = "Kim, T. and Jeong, M. and Kim, S. and Choi, S. and Kim, C.",
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@inproceedings{bb138804,
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@inproceedings{bb138805,
        AUTHOR = "Liang, J. and He, R. and Sun, Z.A. and Tan, T.N.",
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@inproceedings{bb138806,
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@inproceedings{bb138807,
        AUTHOR = "Tran, L. and Sohn, K. and Yu, X. and Liu, X.M. and Chandraker, M.",
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for Recognition in the Wild",
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@inproceedings{bb138808,
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@inproceedings{bb138809,
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        BOOKTITLE = CVPR19,
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@inproceedings{bb138810,
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@inproceedings{bb138811,
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@inproceedings{bb138812,
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@inproceedings{bb138814,
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@article{bb138858,
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        PAGES = "XXXIV:165-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134821"}

@article{bb138861,
        AUTHOR = "Meng, X. and Sun, H. and Liu, J. and Liu, N.Z. and Zhou, H.Y.",
        TITLE = "Energy-based pseudo-label refining for source-free domain adaptation",
        JOURNAL = PRL,
        VOLUME = "193",
        YEAR = "2025",
        PAGES = "50-55",
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@article{bb138862,
        AUTHOR = "Huang, X.Y. and Zhu, C. and Ren, R.Y. and Liu, S.J. and Huang, T.J.",
        TITLE = "Source-Free Semantic Regularization Learning for Semi-Supervised
Domain Adaptation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "4227-4239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134823"}

@article{bb138863,
        AUTHOR = "Si, X. and Zhang, C. and Li, S.W. and Liang, J.",
        TITLE = "Source-free domain adaptation for unsupervised radar-based human
activity recognition",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134824"}

@article{bb138864,
        AUTHOR = "Qu, S.Q. and Zou, T. and Rohrbein, F. and Lu, C. and Chen, G. and Tao, D.C. and Jiang, C.J.",
        TITLE = "GLC++: Source-Free Universal Domain Adaptation Through Global-Local
Clustering and Contrastive Affinity Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10646-10663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134825"}

@inproceedings{bb138865,
        AUTHOR = "Qu, S.Q. and Zou, T.P. and He, L.H. and Rohrbein, F. and Knoll, A. and Chen, G. and Jiang, C.J.",
        TITLE = "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23334-23343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134826"}

@inproceedings{bb138866,
        AUTHOR = "Tang, L.X. and Li, K. and He, C.M. and Zhang, Y. and Li, X.",
        TITLE = "Consistency Regularization for Generalizable Source-free Domain
Adaptation",
        BOOKTITLE = OutDistri23,
        YEAR = "2023",
        PAGES = "4325-4335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134827"}

@article{bb138867,
        AUTHOR = "Pei, J.B. and Li, R.Z. and Men, A. and Liu, Y. and Zhuang, X. and Chen, Q.C.",
        TITLE = "Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free
Domain Adaptation via Architecture Zoo",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10112-10128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134828"}

@article{bb138868,
        AUTHOR = "Shao, R.R. and Zhang, W. and Luo, K.Y. and Li, Q. and Wang, J.",
        TITLE = "Consistent Assistant Domains Transformer for Source-Free Domain
Adaptation",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "6589-6602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134829"}

@inproceedings{bb138869,
        AUTHOR = "Zhu, R.H. and Hu, M.X. and Zhuang, W.M. and Lyu, L. and Yu, X. and Li, S.",
        TITLE = "Revisiting Source-Free Domain Adaptation: Insights into
Representativeness, Generalization, and Variety",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25688-25697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134830"}

@inproceedings{bb138870,
        AUTHOR = "Deng, P.H. and Zhang, J.H. and Sheng, X.C. and Yan, C.G. and Sun, Y.Q. and Fu, Y. and Li, L.",
        TITLE = "Multi-Granularity Class Prototype Topology Distillation for
Class-Incremental Source-Free Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30566-30576",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134831"}

@inproceedings{bb138871,
        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,
        YEAR = "2025",
        PAGES = "6425-6434",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134832"}

@inproceedings{bb138872,
        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",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6879-6889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134833"}

@inproceedings{bb138873,
        AUTHOR = "Rai, S. and Thakur, R.S. and Jangid, K. and Kurmi, V.K.",
        TITLE = "Label Calibration in Source Free Domain Adaptation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6446-6455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134834"}

@inproceedings{bb138874,
        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",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "L: 393-409",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134835"}

@inproceedings{bb138875,
        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,
        YEAR = "2024",
        PAGES = "VIII: 139-157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134836"}

@inproceedings{bb138876,
        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,
        YEAR = "2024",
        PAGES = "I: 228-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134837"}

@inproceedings{bb138877,
        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",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XX: 1-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134838"}

@inproceedings{bb138878,
        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#TT134839"}

@inproceedings{bb138879,
        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",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXII: 1-17",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134840"}

@inproceedings{bb138880,
        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,
        YEAR = "2024",
        PAGES = "LXXIX: 108-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134841"}

@inproceedings{bb138881,
        AUTHOR = "Khramtsova, E. and Baktashmotlagh, M. and Zuccon, G. and Wang, X. and Salzmann, M.",
        TITLE = "Source-free Domain-invariant Performance Prediction",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXX: 99-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134842"}

@inproceedings{bb138882,
        AUTHOR = "Yoon, I. and Kwon, H.J. and Kim, J. and Park, J. and Jang, H. and Sohn, K.",
        TITLE = "Enhancing Source-Free Domain Adaptive Object Detection with
Low-Confidence Pseudo Label Distillation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIV: 337-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134843"}

@inproceedings{bb138883,
        AUTHOR = "Xia, H.F. and Xia, S. and Ding, Z.M.",
        TITLE = "Discriminative Pattern Calibration Mechanism for Source-Free Domain
Adaptation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23648-23658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134844"}

@inproceedings{bb138884,
        AUTHOR = "Mitsuzumi, Y. and Kimura, A. and Kashima, H.",
        TITLE = "Understanding and Improving Source-Free Domain Adaptation from a
Theoretical Perspective",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28515-28524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134845"}

@inproceedings{bb138885,
        AUTHOR = "Zhang, W.Q. and Lv, Z.",
        TITLE = "Revisiting the Domain Shift and Sample Uncertainty in Multi-source
Active Domain Transfer",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16751-16761",
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@inproceedings{bb138886,
        AUTHOR = "Hu, X.F. and Zhang, K. and Xia, L. and Chen, A. and Luo, J.J. and Sun, Y. and Wang, K. and Qiao, N. and Zeng, X. and Sun, M. and Kuo, C.H. and Nevatia, R.",
        TITLE = "ReCLIP: Refine Contrastive Language Image Pre-Training with Source
Free Domain Adaptation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2982-2991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134847"}

@inproceedings{bb138887,
        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",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19123-19133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134848"}

@inproceedings{bb138888,
        AUTHOR = "Zhang, W.Y. and Shen, L. and Foo, C.S.",
        TITLE = "Rethinking the Role of Pre-Trained Networks in Source-Free Domain
Adaptation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18795-18805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134849"}

@inproceedings{bb138889,
        AUTHOR = "Karim, N. and Mithun, N.C. and Rajvanshi, A. and Chiu, H.P. and Samarasekera, S. and Rahnavard, N.",
        TITLE = "C-SFDA: A Curriculum Learning Aided Self-Training Framework for
Efficient Source Free Domain Adaptation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24120-24131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134850"}

@inproceedings{bb138890,
        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
Adaptation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20008-20018",
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@inproceedings{bb138891,
        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",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14643-14652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134852"}

@inproceedings{bb138892,
        AUTHOR = "Zhang, Y.X. and Wang, Z. and He, W.N.",
        TITLE = "Class Relationship Embedded Learning for Source-Free Unsupervised
Domain Adaptation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7619-7629",
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@inproceedings{bb138893,
        AUTHOR = "Kothandaraman, D. and Shekhar, S. and Sancheti, A. and Ghuhan, M. and Shukla, T. and Manocha, D.",
        TITLE = "SALAD: Source-free Active Label-Agnostic Domain Adaptation for
Classification, Segmentation and Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "382-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sfsda7.html#TT134854"}

@inproceedings{bb138894,
        AUTHOR = "Chhabra, S. and Venkateswara, H. and Li, B.X.",
        TITLE = "Generative Alignment of Posterior Probabilities for Source-free
Domain Adaptation",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4114-4123",
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@inproceedings{bb138895,
        AUTHOR = "Xu, Y.C. and Yang, J.F. and Cao, H.Z. and Wu, K.Y. and Wu, M. and Chen, Z.H.",
        TITLE = "Source-Free Video Domain Adaptation by Learning Temporal Consistency
for Action Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXIV:147-164",
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@inproceedings{bb138896,
        AUTHOR = "Roy, S. and Trapp, M. and Pilzer, A. and Kannala, J.H. and Sebe, N. and Ricci, E. and Solin, A.",
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@inproceedings{bb138897,
        AUTHOR = "Sanyal, S. and Asokan, A.R. and Bhambri, S. and Pradyumna, Y.M. and Kulkarni, A. and Kundu, J.N. and Babu, R.V.",
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        BOOKTITLE = WACV24,
        YEAR = "2024",
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@inproceedings{bb138898,
        AUTHOR = "Sanyal, S. and Asokan, A.R. and Bhambri, S. and Kulkarni, A. and Kundu, J.N. and Babu, R.V.",
        TITLE = "Domain-Specificity Inducing Transformers for Source-Free Domain
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18882-18891",
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@inproceedings{bb138899,
        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
Adaptation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:177-194",
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