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        TITLE = "Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection",
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@article{bb117402,
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@article{bb117403,
        AUTHOR = "Moon, J. and Das, D. and Lee, C.S.G.",
        TITLE = "A Multistage Framework With Mean Subspace Computation and Recursive
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@article{bb117404,
        AUTHOR = "Zhang, J.M. and Ma, C.X. and Yang, K. and Roitberg, A. and Peng, K. and Stiefelhagen, R.",
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@article{bb117405,
        AUTHOR = "Tao, X.F. and Kong, J. and Jiang, M. and Liu, T.S.",
        TITLE = "Unsupervised Domain Adaptation by Multi-Loss Gap Minimization
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        JOURNAL = CirSysVideo,
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        PAGES = "4404-4416",
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@article{bb117406,
        AUTHOR = "Jin, X. and Lan, C.L. and Zeng, W.J. and Chen, Z.B.",
        TITLE = "Style Normalization and Restitution for Domain Generalization and
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        JOURNAL = MultMed,
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@article{bb117407,
        AUTHOR = "Lu, J. and Li, L. and Zhang, C.S.",
        TITLE = "Self-Reinforcing Unsupervised Matching",
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@article{bb117408,
        AUTHOR = "Meng, M. and Wu, Z. and Liang, T. and Yu, J. and Wu, J.",
        TITLE = "Exploring Fine-Grained Cluster Structure Knowledge for Unsupervised
Domain Adaptation",
        JOURNAL = CirSysVideo,
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@article{bb117409,
        AUTHOR = "Bucci, S. and d'Innocente, A. and Liao, Y.J. and Carlucci, F.M. and Caputo, B. and Tommasi, T.",
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@article{bb117410,
        AUTHOR = "Xu, M.Q. and Wu, M. and Chen, K.X. and Zhang, C. and Guo, J.",
        TITLE = "The Eyes of the Gods: A Survey of Unsupervised Domain Adaptation
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        TITLE = "Unsupervised domain adaptation with progressive adaptation of
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@article{bb117412,
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        TITLE = "Unsupervised Domain Adaptation with Adversarial Self-Training for
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        AUTHOR = "Liang, J. and Hu, D.P. and Wang, Y. and He, R. and Feng, J.S.",
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@article{bb117418,
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@inproceedings{bb117421,
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@inproceedings{bb117422,
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@inproceedings{bb117452,
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@inproceedings{bb117455,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113664"}

@inproceedings{bb117457,
        AUTHOR = "Du, Z. and Li, J.J. and Su, H.Z. and Zhu, L. and Lu, K.",
        TITLE = "Cross-Domain Gradient Discrepancy Minimization for Unsupervised
Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3936-3945",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113665"}

@inproceedings{bb117458,
        AUTHOR = "Na, J. and Jung, H. and Chang, H.J. and Hwang, W.J.",
        TITLE = "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1094-1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113666"}

@inproceedings{bb117459,
        AUTHOR = "Zhang, Y. and Davison, B.D.",
        TITLE = "Efficient Pre-trained Features and Recurrent Pseudo-Labeling in
Unsupervised Domain Adaptation",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2713-2722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113667"}

@inproceedings{bb117460,
        AUTHOR = "Singh, A. and Doraiswamy, N. and Takamuku, S. and Bhalerao, M. and Dutta, T. and Biswas, S. and Chepuri, A. and Vengatesan, B. and Natori, N.",
        TITLE = "Improving Semi-Supervised Domain Adaptation Using Effective Target
Selection and Semantics",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2703-2712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113668"}

@inproceedings{bb117461,
        AUTHOR = "Chao, C.H. and Cheng, B.W. and Lee, C.Y.",
        TITLE = "Rethinking Ensemble-Distillation for Semantic Segmentation Based
Unsupervised Domain Adaption",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2610-2620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113669"}

@inproceedings{bb117462,
        AUTHOR = "Barbato, F. and Toldo, M. and Michieli, U. and Zanuttigh, P.",
        TITLE = "Latent Space Regularization for Unsupervised Domain Adaptation in
Semantic Segmentation",
        BOOKTITLE = WAD21,
        YEAR = "2021",
        PAGES = "2829-2839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113670"}

@inproceedings{bb117463,
        AUTHOR = "Zhang, Y. and Davison, B.D.",
        TITLE = "Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain
Adaptation",
        BOOKTITLE = Diff-CVML21,
        YEAR = "2021",
        PAGES = "4438-4447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113671"}

@inproceedings{bb117464,
        AUTHOR = "Jing, T.T. and Ding, Z.M.",
        TITLE = "Adversarial Dual Distinct Classifiers for Unsupervised Domain
Adaptation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "605-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113672"}

@inproceedings{bb117465,
        AUTHOR = "Ringwald, T. and Stiefelhagen, R.",
        TITLE = "Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "101-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113673"}

@inproceedings{bb117466,
        AUTHOR = "Azzam, M. and Gnanha, A.T. and Wong, H.S. and Wu, S.",
        TITLE = "Adversarially Constrained Interpolation for Unsupervised Domain
Adaptation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2375-2381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113674"}

@inproceedings{bb117467,
        AUTHOR = "Tran, H.H. and Ahn, S. and Lee, T. and Yi, Y.",
        TITLE = "Enlarging Discriminative Power by Adding an Extra Class in
Unsupervised Domain Adaptation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1812-1819",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113675"}

@inproceedings{bb117468,
        AUTHOR = "Liu, X.F. and Hu, B. and Liu, X. and Lu, J. and You, J. and Kong, L.",
        TITLE = "Energy-constrained Self-training for Unsupervised Domain Adaptation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7515-7520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113676"}

@inproceedings{bb117469,
        AUTHOR = "Xiao, R.X. and Liu, Z.L. and Wu, B.Y.",
        TITLE = "Teacher-Student Competition for Unsupervised Domain Adaptation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8291-8298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113677"}

@inproceedings{bb117470,
        AUTHOR = "Dai, S.Y. and Cheng, Y. and Zhang, Y.Z. and Gan, Z. and Liu, J.J. and Carin, L.",
        TITLE = "Contrastively Smoothed Class Alignment for Unsupervised Domain
Adaptation",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:268-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113678"}

@inproceedings{bb117471,
        AUTHOR = "Zhang, Y.S. and Ye, H. and Davison, B.D.",
        TITLE = "Adversarial Reinforcement Learning for Unsupervised Domain Adaptation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "635-644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113679"}

@inproceedings{bb117472,
        AUTHOR = "Zhang, Y.S. and Davison, B.D.",
        TITLE = "Adversarial Continuous Learning in Unsupervised Domain Adaptation",
        BOOKTITLE = DLPR20,
        YEAR = "2020",
        PAGES = "672-687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113680"}

@inproceedings{bb117473,
        AUTHOR = "Cicek, S. and Xu, N. and Wang, Z.W. and Jin, H.L. and Soatto, S.",
        TITLE = "Spatial Class Distribution Shift in Unsupervised Domain Adaptation:
Local Alignment Comes to Rescue",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:623-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113681"}

@inproceedings{bb117474,
        AUTHOR = "Li, C.C. and Du, D.W. and Zhang, L. and Wen, L.Y. and Luo, T.J. and Wu, Y.J. and Zhu, P.F.",
        TITLE = "Spatial Attention Pyramid Network for Unsupervised Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIII:481-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113682"}

@inproceedings{bb117475,
        AUTHOR = "Lee, J. and Lee, G.",
        TITLE = "Model Uncertainty for Unsupervised Domain Adaptation",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1841-1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113683"}

@inproceedings{bb117476,
        AUTHOR = "Mei, K. and Zhu, C. and Zou, J.Q. and Zhang, S.H.",
        TITLE = "Instance Adaptive Self-training for Unsupervised Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:415-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113684"}

@inproceedings{bb117477,
        AUTHOR = "Peng, X.C. and Li, Y.C. and Saenko, K.",
        TITLE = "Domain2vec: Domain Embedding for Unsupervised Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:756-774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113685"}

@inproceedings{bb117478,
        AUTHOR = "Dong, J.H. and Cong, Y. and Sun, G. and Liu, Y.Y. and Xu, X.W.",
        TITLE = "CSCL: Critical Semantic-consistent Learning for Unsupervised Domain
Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:745-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113686"}

@inproceedings{bb117479,
        AUTHOR = "Zhang, Y.B. and Deng, B. and Jia, K. and Zhang, L.",
        TITLE = "Label Propagation with Augmented Anchors: A Simple Semi-supervised
Learning Baseline for Unsupervised Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:781-797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113687"}

@inproceedings{bb117480,
        AUTHOR = "Li, M. and Zhai, Y. and Luo, Y. and Ge, P. and Ren, C.",
        TITLE = "Enhanced Transport Distance for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13933-13941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113688"}

@inproceedings{bb117481,
        AUTHOR = "Ye, S. and Wu, K. and Zhou, M. and Yang, Y. and Tan, S.H. and Xu, K. and Song, J. and Bao, C. and Ma, K.",
        TITLE = "Light-weight Calibrator: A Separable Component for Unsupervised
Domain Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13733-13742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113689"}

@inproceedings{bb117482,
        AUTHOR = "Lu, Z. and Yang, Y. and Zhu, X. and Liu, C. and Song, Y. and Xiang, T.",
        TITLE = "Stochastic Classifiers for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9108-9117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113690"}

@inproceedings{bb117483,
        AUTHOR = "Xu, R. and Liu, P. and Wang, L. and Chen, C. and Wang, J.",
        TITLE = "Reliable Weighted Optimal Transport for Unsupervised Domain
Adaptation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4393-4402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113691"}

@inproceedings{bb117484,
        AUTHOR = "Hu, L. and Kan, M. and Shan, S. and Chen, X.",
        TITLE = "Unsupervised Domain Adaptation With Hierarchical Gradient
Synchronization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4042-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113692"}

@inproceedings{bb117485,
        AUTHOR = "Cohen, T. and Wolf, L.B.",
        TITLE = "Bidirectional One-Shot Unsupervised Domain Mapping",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1784-1792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113693"}

@inproceedings{bb117486,
        AUTHOR = "Lee, S. and Kim, D. and Kim, N. and Jeong, S.",
        TITLE = "Drop to Adapt: Learning Discriminative Features for Unsupervised
Domain Adaptation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "91-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113694"}

@inproceedings{bb117487,
        AUTHOR = "Hou, J. and Ding, X. and Deng, J.D. and Cranefield, S.",
        TITLE = "Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted
Stacks",
        BOOKTITLE = TASKCV19,
        YEAR = "2019",
        PAGES = "3257-3264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113695"}

@inproceedings{bb117488,
        AUTHOR = "Gholami, B. and Sahu, P. and Kim, M. and Pavlovic, V.",
        TITLE = "Task-Discriminative Domain Alignment for Unsupervised Domain
Adaptation",
        BOOKTITLE = MDALC19,
        YEAR = "2019",
        PAGES = "1327-1336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113696"}

@inproceedings{bb117489,
        AUTHOR = "Deng, Z. and Luo, Y. and Zhu, J.",
        TITLE = "Cluster Alignment With a Teacher for Unsupervised Domain Adaptation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9943-9952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113697"}

@inproceedings{bb117490,
        AUTHOR = "Kim, S. and Choi, J. and Kim, T. and Kim, C.",
        TITLE = "Self-Training and Adversarial Background Regularization for
Unsupervised Domain Adaptive One-Stage Object Detection",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6091-6100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113698"}

@inproceedings{bb117491,
        AUTHOR = "Xu, R. and Li, G. and Yang, J. and Lin, L.",
        TITLE = "Larger Norm More Transferable: An Adaptive Feature Norm Approach for
Unsupervised Domain Adaptation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1426-1435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113699"}

@inproceedings{bb117492,
        AUTHOR = "Binkowski, M. and Hjelm, D. and Courville, A.",
        TITLE = "Batch Weight for Domain Adaptation With Mass Shift",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1844-1853",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113700"}

@inproceedings{bb117493,
        AUTHOR = "Kim, M.Y. and Sahu, P. and Gholami, B. and Pavlovic, V.",
        TITLE = "Unsupervised Visual Domain Adaptation:
A Deep Max-Margin Gaussian Process Approach",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4375-4385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113701"}

@inproceedings{bb117494,
        AUTHOR = "Chen, C.Q. and Xie, W.P. and Huang, W.B. and Rong, Y. and Ding, X.H. and Huang, Y. and Xu, T.Y. and Huang, J.Z.",
        TITLE = "Progressive Feature Alignment for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "627-636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113702"}

@inproceedings{bb117495,
        AUTHOR = "Pan, Y.W. and Yao, T. and Li, Y. and Wang, Y. and Ngo, C.W. and Mei, T.",
        TITLE = "Transferrable Prototypical Networks for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2234-2242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113703"}

@inproceedings{bb117496,
        AUTHOR = "Lee, C.Y. and Batra, T. and Baig, M.H. and Ulbricht, D.",
        TITLE = "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10277-10287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113704"}

@inproceedings{bb117497,
        AUTHOR = "Chang, W.G. and You, T. and Seo, S. and Kwak, S. and Han, B.H.",
        TITLE = "Domain-Specific Batch Normalization for Unsupervised Domain Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7346-7354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113705"}

@inproceedings{bb117498,
        AUTHOR = "Roy, S. and Siarohin, A. and Sangineto, E. and Bulo, S.R. and Sebe, N. and Ricci, E.",
        TITLE = "Unsupervised Domain Adaptation Using Feature-Whitening and Consensus
Loss",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9463-9472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113706"}

@inproceedings{bb117499,
        AUTHOR = "Roy, S. and Siarohin, A. and Sebe, N.",
        TITLE = "Unsupervised Domain Adaptation Using Full-Feature Whitening and
Colouring",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:225-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT113707"}