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        YEAR = "2018",
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        TITLE = "RTSeg: Real-Time Semantic Segmentation Comparative Study",
        BOOKTITLE = ICIP18,
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        TITLE = "A Comparative Study of Real-Time Semantic Segmentation for Autonomous
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        PAGES = "700-70010",
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        AUTHOR = "He, Y. and Keuper, M. and Schiele, B. and Fritz, M.",
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        BOOKTITLE = GCPR17,
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        AUTHOR = "Zhu, S.Q. and Yang, Y.Q. and Zhang, L.",
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@inproceedings{bb71705,
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        JOURNAL = CVIU,
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@inproceedings{bb71707,
        AUTHOR = "Tung, F. and Little, J.J.",
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Nonparametric Scene Parsing by Adaptive Overlapping Windows",
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@article{bb71708,
        AUTHOR = "Tian, H.T. and Qu, S. and Payeur, P.",
        TITLE = "A Prototypical Knowledge Oriented Adaptation Framework for Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
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@article{bb71709,
        AUTHOR = "Jian, Y.R. and Gao, C.Y.",
        TITLE = "MetaPix: Domain transfer for semantic segmentation by meta pixel
weighting",
        JOURNAL = IVC,
        VOLUME = "116",
        YEAR = "2021",
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@article{bb71710,
        AUTHOR = "Shah, K. and Bhat, G.",
        TITLE = "Exploring semantic segmentation of related subclasses from a superset
of classes",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
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@article{bb71711,
        AUTHOR = "Zhang, B. and Chen, T. and Wang, B. and Wu, X.F. and Zhang, L.M. and Fan, J.Y.",
        TITLE = "Densely Semantic Enhancement for Domain Adaptive Region-Free
Detectors",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1339-1352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69389"}

@article{bb71712,
        AUTHOR = "Yuan, B. and Zhao, D. and Shao, S. and Yuan, Z.H. and Wang, C.H.",
        TITLE = "Birds of a Feather Flock Together:
Category-Divergence Guidance for Domain Adaptive Segmentation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        NUMBER = "2022",
        PAGES = "2878-2892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69390"}

@article{bb71713,
        AUTHOR = "Tian, Y.J. and Zhu, S.",
        TITLE = "Partial Domain Adaptation on Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3798-3809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69391"}

@article{bb71714,
        AUTHOR = "Zheng, Z.D. and Yang, Y.",
        TITLE = "Adaptive Boosting for Domain Adaptation:
Toward Robust Predictions in Scene Segmentation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "5371-5382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69392"}

@article{bb71715,
        AUTHOR = "An, S.M. and Liao, Q.M. and Lu, Z.Q. and Xue, J.H.",
        TITLE = "Efficient Semantic Segmentation via Self-Attention and
Self-Distillation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "15256-15266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69393"}

@article{bb71716,
        AUTHOR = "Zhao, Y.Y. and Zhong, Z. and Luo, Z.M. and Lee, G.H. and Sebe, N.",
        TITLE = "Source-Free Open Compound Domain Adaptation in Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7019-7032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69394"}

@inproceedings{bb71717,
        AUTHOR = "Wang, W. and Zhong, Z. and Wang, W.J. and Chen, X. and Ling, C. and Wang, B. and Sebe, N.",
        TITLE = "Dynamically Instance-Guided Adaptation: A Backward-free Approach for
Test-Time Domain Adaptive Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24090-24099",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69395"}

@article{bb71718,
        AUTHOR = "Zhao, D. and Zang, Q. and Pu, N. and Wang, S. and Sebe, N. and Zhong, Z.",
        TITLE = "SeCoV2: Semantic Connectivity-Driven Pseudo-Labeling for Robust
Cross-Domain Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10378-10395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69396"}

@article{bb71719,
        AUTHOR = "Li, G. and Ji, Z.F. and Qu, X.D.",
        TITLE = "Stepwise Domain Adaptation (SDA) for Object Detection in Autonomous
Vehicles Using an Adaptive CenterNet",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "17729-17743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69397"}

@article{bb71720,
        AUTHOR = "Klingner, M. and Ayache, M. and Fingscheidt, T.",
        TITLE = "Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20899-20911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69398"}

@article{bb71721,
        AUTHOR = "Bou, X.",
        TITLE = "A Study of RobustNet, a Domain Generalization Method for Semantic
Segmentation",
        JOURNAL = IPOL,
        VOLUME = "12",
        YEAR = "2022",
        PAGES = "469-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69399"}

@article{bb71722,
        AUTHOR = "Chen, J.Z. and Liu, Z.C. and Jin, D. and Wang, Y.Y. and Yang, F. and Bai, X.Z.",
        TITLE = "Light Transport Induced Domain Adaptation for Semantic Segmentation
in Thermal Infrared Urban Scenes",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "23194-23211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69400"}

@article{bb71723,
        AUTHOR = "Zhang, Y. and Chen, H. and Li, Y.F. and Zhou, J.Q.",
        TITLE = "ImDeeplabV3plus with instance selective whitening loss in domain
generalization semantic segmentation",
        JOURNAL = IET-ITS,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "180-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69401"}

@article{bb71724,
        AUTHOR = "Zhou, Q.Y. and Feng, Z.Y. and Gu, Q.Q. and Pang, J.M. and Cheng, G.L. and Lu, X.Q. and Shi, J.P. and Ma, L.Z.",
        TITLE = "Context-Aware Mixup for Domain Adaptive Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "804-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69402"}

@article{bb71725,
        AUTHOR = "Qiu, Y.Q. and Shen, Y.X. and Sun, Z.H. and Zheng, Y.C. and Chang, X.B. and Zheng, W.S. and Wang, R.X.",
        TITLE = "SATS: Self-attention transfer for continual semantic segmentation",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69403"}

@article{bb71726,
        AUTHOR = "Ouyang, C. and Chen, C. and Li, S. and Li, Z. and Qin, C. and Bai, W.J. and Rueckert, D.",
        TITLE = "Causality-Inspired Single-Source Domain Generalization for Medical
Image Segmentation",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1095-1106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69404"}

@article{bb71727,
        AUTHOR = "Zhou, Q.Y. and Gu, Q.Q. and Pang, J.M. and Lu, X.Q. and Ma, L.Z.",
        TITLE = "Self-Adversarial Disentangling for Specific Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8954-8968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69405"}

@article{bb71728,
        AUTHOR = "Xie, B.H. and Li, S. and Li, M.J. and Liu, C.H. and Huang, G. and Wang, G.R.",
        TITLE = "SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic
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        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9004-9021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69406"}

@article{bb71729,
        AUTHOR = "Guo, X.Q. and Liu, J. and Liu, T.L. and Yuan, Y.X.",
        TITLE = "Handling Open-Set Noise and Novel Target Recognition in Domain
Adaptive Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9846-9861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69407"}

@inproceedings{bb71730,
        AUTHOR = "Guo, X.Q. and Liu, J. and Liu, T.L. and Yuan, Y.X.",
        TITLE = "SimT: Handling Open-set Noise for Domain Adaptive Semantic
Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7022-7031",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69408"}

@article{bb71731,
        AUTHOR = "Ma, L.F. and Xie, H.T. and Liu, C.B. and Zhang, Y.D.",
        TITLE = "Learning Cross-Channel Representations for Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "2774-2787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69409"}

@article{bb71732,
        AUTHOR = "Lu, Z. and Li, D. and Song, Y.Z. and Xiang, T. and Hospedales, T.M.",
        TITLE = "Uncertainty-Aware Source-Free Domain Adaptive Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4664-4676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69410"}

@article{bb71733,
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        TITLE = "MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13553-13566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69411"}

@inproceedings{bb71734,
        AUTHOR = "Ning, M. and Lu, D.H. and Wei, D. and Bian, C. and Yuan, C.L. and Yu, S. and Ma, K. and Zheng, Y.F.",
        TITLE = "Multi-Anchor Active Domain Adaptation for Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9092-9102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69412"}

@article{bb71735,
        AUTHOR = "Chao, C.H. and Cheng, B.W. and Wang, T.W. and Liao, H.R. and Lee, C.Y.",
        TITLE = "Rainbow UDA: Combining Domain Adaptive Models for Semantic
Segmentation Tasks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12707-12713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69413"}

@article{bb71736,
        AUTHOR = "Dong, Y.S. and Zhao, K.Y. and Zheng, L.T. and Yang, H.T. and Liu, Q. and Pei, Y.H.",
        TITLE = "Refinement Co-supervision network for real-time semantic segmentation",
        JOURNAL = IET-CV,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "6",
        PAGES = "652-662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69414"}

@article{bb71737,
        AUTHOR = "Yang, H.T. and Dong, Y.S. and Zheng, L.T.",
        TITLE = "APTNet: Attention-refined progressive three-branch network for
real-time semantic segmentation",
        JOURNAL = JVCIR,
        VOLUME = "113",
        YEAR = "2025",
        PAGES = "104594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69415"}

@article{bb71738,
        AUTHOR = "Dong, Y.S. and Jia, S. and Li, X.L.",
        TITLE = "Light CNN-Transformer Dual-Branch Network for Real-Time Semantic
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "1931-1942",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69416"}

@article{bb71739,
        AUTHOR = "Dong, Y.S. and Mao, C.C. and Zheng, L.T. and Wu, Q.T. and Zhang, M.C. and Li, X.L.",
        TITLE = "AFPN: Alignment feature pyramid network for real-time semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69417"}

@article{bb71740,
        AUTHOR = "Kang, M. and Chikontwe, P. and Won, D. and Luna, M. and Park, S.H.",
        TITLE = "Structure-preserving image translation for multi-source medical image
domain adaptation",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69418"}

@article{bb71741,
        AUTHOR = "Zhang, L. and Qin, L.Y. and Xu, M.J. and Chen, W.J. and Pu, S.L. and Zhang, W.S.",
        TITLE = "Randomized Spectrum Transformations for Adapting Object Detector in
Unseen Domains",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4868-4879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69419"}

@article{bb71742,
        AUTHOR = "Hu, X.G. and Xu, S.H. and Jing, L.Y.",
        TITLE = "Lightweight attention-guided redundancy-reuse network for real-time
semantic segmentation",
        JOURNAL = IET-IPR,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "9",
        PAGES = "2649-2658",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69420"}

@article{bb71743,
        AUTHOR = "Hu, X.G. and Liu, Y.J.",
        TITLE = "Lightweight multi-scale attention-guided network for real-time
semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "104823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69421"}

@article{bb71744,
        AUTHOR = "Wu, J.H. and Wang, G.T. and Gu, R. and Lu, T. and Chen, Y.N. and Zhu, W.T. and Vercauteren, T. and Ourselin, S. and Zhang, S.T.",
        TITLE = "UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain
Adaptation for Medical Image Segmentation",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3932-3943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69422"}

@inproceedings{bb71745,
        AUTHOR = "Suzuki, S. and Yamane, T. and Makishima, N. and Suzuki, K. and Ando, A. and Masumura, R.",
        TITLE = "OnDA-DETR: Online Domain Adaptation for Detection Transformers with
Self-Training Framework",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1780-1785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69423"}

@article{bb71746,
        AUTHOR = "Xi, Z.H. and Meng, Y. and Chen, J.B. and Deng, Y.P. and Liu, D. and Kong, Y.L. and Yue, A.Z.",
        TITLE = "Learning to Adapt Adversarial Perturbation Consistency for Domain
Adaptive Semantic Segmentation of Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "23",
        PAGES = "5498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69424"}

@article{bb71747,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Domain Adaptive and Generalizable Network Architectures and Training
Strategies for Semantic Image Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "220-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69425"}

@inproceedings{bb71748,
        AUTHOR = "Hoyer, L. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "DAFormer: Improving Network Architectures and Training Strategies for
Domain-Adaptive Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9914-9925",
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@article{bb71749,
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        YEAR = "2024",
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@article{bb71750,
        AUTHOR = "Chen, Y. and Shan, L. and Qu, Y. and Zhang, W.L. and Chang, L.",
        TITLE = "AMSC: Adaptive Masking and Structure-Constraint Learning for Domain
Adaptive Semantic Segmentation Under Adverse Conditions",
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        YEAR = "2024",
        PAGES = "181-185",
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@inproceedings{bb71751,
        AUTHOR = "Kim, S. and Kim, D.H. and Kim, H.",
        TITLE = "Texture Learning Domain Randomization for Domain Generalized
Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "677-687",
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@article{bb71752,
        AUTHOR = "Peng, J.K. and Sun, M.J. and Lim, E.G. and Wang, Q.F. and Xiao, J.",
        TITLE = "Prototype Guided Pseudo Labeling and Perturbation-based Active
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        YEAR = "2024",
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@article{bb71753,
        AUTHOR = "Zhu, G.L. and Wang, R.M. and Liu, Y.Y. and Zhu, Z.L. and Gao, C.X. and Liu, L. and Sang, N.",
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        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1159-1173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69431"}

@article{bb71754,
        AUTHOR = "Wang, Q.L. and Wu, Y.W. and Yang, L. and Zuo, W.M. and Hu, Q.H.",
        TITLE = "Layer-Specific Knowledge Distillation for Class Incremental Semantic
Segmentation",
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@article{bb71755,
        AUTHOR = "Gao, S.N. and Yang, X.B. and Jiang, L. and Fu, Z.Q. and Du, J.",
        TITLE = "Global feature-based multimodal semantic segmentation",
        JOURNAL = PR,
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@article{bb71756,
        AUTHOR = "Zhang, S.Q. and Zhang, L. and Liu, Z.Y.",
        TITLE = "Active Domain Adaptation for Semantic Segmentation via Dynamically
Balancing Domainness and Uncertainty",
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        VOLUME = "148",
        YEAR = "2024",
        PAGES = "105132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69434"}

@article{bb71757,
        AUTHOR = "Sun, Z.C. and Zhu, H. and Xiao, X. and Gu, Y.L. and Xu, Y.C.",
        TITLE = "Nighttime image semantic segmentation with retinex theory",
        JOURNAL = IVC,
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        YEAR = "2024",
        PAGES = "105149",
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@article{bb71758,
        AUTHOR = "Zhang, G. and Wang, L.P. and Chen, Z.P.",
        TITLE = "A Step-Wise Domain Adaptation Detection Transformer for Object
Detection under Poor Visibility Conditions",
        JOURNAL = RS,
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        YEAR = "2024",
        NUMBER = "15",
        PAGES = "2722",
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@article{bb71759,
        AUTHOR = "Liu, Y.J. and Ge, P. and Liu, Q.J. and Fan, S.C. and Wang, Y.H.",
        TITLE = "An Empirical Study on Multi-domain Robust Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4289-4304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69437"}

@article{bb71760,
        AUTHOR = "Fan, Q.Z. and Shen, X.Q. and Ying, S.H. and Du, S.Y.",
        TITLE = "OTCLDA: Optimal Transport and Contrastive Learning for Domain
Adaptive Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "14685-14697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69438"}

@article{bb71761,
        AUTHOR = "Zhang, J.M. and Yang, K.L. and Shi, H. and Reiß, S. and Peng, K.Y. and Ma, C.X. and Fu, H.D. and Torr, P.H.S. and Wang, K.W. and Stiefelhagen, R.",
        TITLE = "Behind Every Domain There is a Shift: Adapting Distortion-Aware
Vision Transformers for Panoramic Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8549-8567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69439"}

@inproceedings{bb71762,
        AUTHOR = "Zhang, J.M. and Yang, K.L. and Ma, C.X. and Reiß, S. and Peng, K.Y. and Stiefelhagen, R.",
        TITLE = "Bending Reality: Distortion-aware Transformers for Adapting to
Panoramic Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16896-16906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69440"}

@article{bb71763,
        AUTHOR = "Yuan, B. and Zhao, D.",
        TITLE = "A Survey on Continual Semantic Segmentation:
Theory, Challenge, Method and Application",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10891-10910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69441"}

@article{bb71764,
        AUTHOR = "Li, X.T. and Ding, H.H. and Yuan, H. and Zhang, W.W. and Pang, J.M. and Cheng, G.L. and Chen, K. and Liu, Z.W. and Loy, C.C.",
        TITLE = "Transformer-Based Visual Segmentation: A Survey",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10138-10163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69442"}

@article{bb71765,
        AUTHOR = "Zhao, S.C. and Yao, H.Z. and Lin, C. and Gao, Y. and Ding, G.G.",
        TITLE = "Multi-source-free Domain Adaptive Object Detection",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5950-5982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69443"}

@article{bb71766,
        AUTHOR = "Ding, G.G. and Gao, Y. and Lin, C. and Yao, H.Z. and Zhao, S.C.",
        TITLE = "Multi-source-free Domain Adaptive Object Detection",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2245-2245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69443"}

@article{bb71767,
        AUTHOR = "Yao, H.Z. and Zhao, S.C. and Lu, S. and Chen, H. and Li, Y.Y. and Liu, G.P. and Xing, T.F. and Yan, C.G. and Tao, J.H. and Ding, G.",
        TITLE = "Source-Free Object Detection with Detection Transformer",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5948-5963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69444"}

@inproceedings{bb71768,
        AUTHOR = "Yao, X.X. and Zhao, S.C. and Xu, P.F. and Yang, J.F.",
        TITLE = "Multi-Source Domain Adaptation for Object Detection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3253-3262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69445"}

@article{bb71769,
        AUTHOR = "Ding, F.F. and Li, J.J.",
        TITLE = "Multi-Level Collaborative Learning for Multi-Target Domain Adaptive
Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "12730-12740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69446"}

@article{bb71770,
        AUTHOR = "Jeong, S.W. and Kim, J.Y. and Kim, S. and Min, D.B.",
        TITLE = "Revisiting Domain-Adaptive Semantic Segmentation via Knowledge
Distillation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "6761-6773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69447"}

@article{bb71771,
        AUTHOR = "Liao, M. and Tian, S. and Zhang, Y.H. and Hua, G.G. and You, R. and Zou, W.B. and Li, X.",
        TITLE = "Class-discriminative domain generalization for semantic segmentation",
        JOURNAL = IVC,
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        YEAR = "2025",
        PAGES = "105393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69448"}

@article{bb71772,
        AUTHOR = "Liao, M. and Tian, S. and Wei, B.B. and Zhang, Y.H. and Zou, W.B. and Li, X.",
        TITLE = "Class-Balanced Sampling and Discriminative Stylization for Domain
Generalization Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2596-2608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69449"}

@article{bb71773,
        AUTHOR = "Wei, X. and Gu, X. and Sun, J.",
        TITLE = "Multi-Scale Part-Based Feature Representation for 3D Domain
Generalization and Adaptation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1414-1430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69450"}

@article{bb71774,
        AUTHOR = "Tan, J.J. and Zhang, H.W. and Yao, N. and Yu, Q.",
        TITLE = "One-shot adaptation for cross-domain semantic segmentation in remote
sensing images",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111390",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69451"}

@article{bb71775,
        AUTHOR = "Ji, D.Y. and Zhao, F. and Lu, H.T. and Wu, F. and Ye, J.P.",
        TITLE = "Structural and Statistical Texture Knowledge Distillation and
Learning for Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3639-3656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69452"}

@inproceedings{bb71776,
        AUTHOR = "Ji, D.Y. and Wang, H.R. and Tao, M.Y. and Huang, J.Q. and Hua, X.S. and Lu, H.T.",
        TITLE = "Structural and Statistical Texture Knowledge Distillation for
Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16855-16864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69453"}

@article{bb71777,
        AUTHOR = "Liao, M. and Li, W. and Yin, C.L. and Jin, Y.L. and Peng, Y.Q.",
        TITLE = "Concept-guided domain generalization for semantic segmentation",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69454"}

@article{bb71778,
        AUTHOR = "Liu, Y.W. and Liu, N. and Wu, Y. and Cholakkal, H. and Anwer, R.M. and Yao, X. and Han, J.W.",
        TITLE = "NTRENet++: Unleashing the Power of Non-Target Knowledge for Few-Shot
Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4314-4328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69455"}

@inproceedings{bb71779,
        AUTHOR = "Liu, Y.W. and Liu, N. and Cao, Q.L. and Yao, X. and Han, J.W. and Shao, L.",
        TITLE = "Learning Non-target Knowledge for Few-shot Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11563-11572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69456"}

@article{bb71780,
        AUTHOR = "Chen, J.P. and Cong, R.M. and Luo, Y.X. and Ip, H.H.S. and Kwong, S.",
        TITLE = "Replay Without Saving: Prototype Derivation and Distribution
Rebalance for Class-Incremental Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4699-4716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69457"}

@article{bb71781,
        AUTHOR = "Ge, J.C. and Zhang, B. and Liu, A. and Phan, V.M.H. and Chen, Q. and Shu, Y.Y. and Zhao, Y.",
        TITLE = "CIT: Rethinking class-incremental semantic segmentation with a Class
Independent Transformation",
        JOURNAL = PR,
        VOLUME = "167",
        YEAR = "2025",
        PAGES = "111707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69458"}

@article{bb71782,
        AUTHOR = "Ravishankar, H. and Paluru, N. and Sudhakar, P. and Yalavarthy, P.K.",
        TITLE = "Information Geometric Approaches for Patient-Specific Test-Time
Adaptation of Deep Learning Models for Semantic Segmentation",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2553-2567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69459"}

@article{bb71783,
        AUTHOR = "Liang, Z.C. and Hu, Y.S. and Yang, F. and Liu, X.L.",
        TITLE = "Enhancing Continual Semantic Segmentation via Uncertainty and Class
Balance Re-Weighting",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "3689-3702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69460"}

@article{bb71784,
        AUTHOR = "Zhang, Z. and Wu, G. and Zhang, J. and Zhu, X.T. and Tao, D.C. and Chai, T.Y.",
        TITLE = "Unified Domain Adaptive Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6731-6748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69461"}

@article{bb71785,
        AUTHOR = "Yuan, B. and Zhao, D. and Shi, Z.W.",
        TITLE = "Learning at a Glance: Towards Interpretable Data-Limited Continual
Semantic Segmentation via Semantic-Invariance Modelling",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7909-7923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69462"}

@article{bb71786,
        AUTHOR = "Cong, W. and Cong, Y. and Ren, Y.",
        TITLE = "Lightweight Class Incremental Semantic Segmentation Without
Catastrophic Forgetting",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "4566-4579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69463"}

@article{bb71787,
        AUTHOR = "Luo, G. and Sun, J. and Jin, L. and Zhou, Y. and Xu, Q. and Fu, R.R. and Sun, X.S. and Ji, R.R.",
        TITLE = "Domain incremental learning for object detection",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "111882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69464"}

@article{bb71788,
        AUTHOR = "Xue, Y.B. and Tian, X.Y. and Zhang, F.F. and Wen, X.B. and Gao, Z. and Chen, S.Y.",
        TITLE = "CACP: Covariance-Aware Cross-Domain Prototypes for Domain Adaptive
Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "5023-5034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69465"}

@article{bb71789,
        AUTHOR = "Wang, R.F. and Guo, J.T. and Zhang, J. and Qi, L. and Yu, Q. and Shi, Y.H.",
        TITLE = "A hybrid dual-augmentation constraint framework for single-source
domain generalization in medical image segmentation",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69466"}

@article{bb71790,
        AUTHOR = "Yu, J. and Xie, G. and Liu, Q.S. and Kan, Z. and Wang, L. and Liu, T.Y. and Ling, Q. and Xu, W. and Gao, F.",
        TITLE = "Contrastive Learning With Multiple Prototypes for Unsupervised Domain
Adaptive Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "5267-5282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69467"}

@article{bb71791,
        AUTHOR = "Kim, D.M. and Lee, S. and Kang, B.",
        TITLE = "Completely weakly supervised class-incremental learning for semantic
segmentation",
        JOURNAL = PRL,
        VOLUME = "196",
        YEAR = "2025",
        PAGES = "16-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69468"}

@article{bb71792,
        AUTHOR = "Chang, Y.Y. and Jiao, Y.F. and Bao, B.K.",
        TITLE = "SVSRD: Spatial Visual and Statistical Relation Distillation for
Class-Incremental Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "4869-4881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69469"}

@article{bb71793,
        AUTHOR = "Liu, M.Q. and Wang, Z.L. and Yao, C. and Zhao, Y. and Wang, W. and Wei, Y.C.",
        TITLE = "Context perturbation: A Consistent alignment approach for Domain
Adaptive Semantic Segmentation",
        JOURNAL = CVIU,
        VOLUME = "260",
        YEAR = "2025",
        PAGES = "104464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69470"}

@article{bb71794,
        AUTHOR = "Zhang, Y.H. and Zhang, Z.Y. and Liao, M. and Tian, S. and Zou, W.B. and Zhang, L. and Xu, C.",
        TITLE = "Prototypical Progressive Alignment and Reweighting for Generalizable
Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "13065-13081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69471"}

@article{bb71795,
        AUTHOR = "Guo, X.L. and Liu, C.X. and Qian, X.M. and Wang, Z.X. and Feng, X.B. and Xue, Y.",
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and Contrastive Learning",
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        VOLUME = "27",
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69472"}

@article{bb71796,
        AUTHOR = "Zhu, L. and Chen, T.R. and Yin, J.X. and See, S. and Soh, D.W. and Liu, J.",
        TITLE = "Replay Master: Automatic Sample Selection and Effective Memory
Utilization for Continual Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10311-10328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69473"}

@inproceedings{bb71797,
        AUTHOR = "Zhu, L. and Chen, T.R. and Yin, J.X. and See, S. and Liu, J.",
        TITLE = "Continual Semantic Segmentation with Automatic Memory Sample
Selection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3082-3092",
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@article{bb71798,
        AUTHOR = "Dong, W.H. and Zhu, H.D. and Lin, S.H. and Luo, X.Y. and Shen, Y.H. and Guo, G.D. and Zhang, B.C.",
        TITLE = "Fusion-Mamba for Cross-Modality Object Detection",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7392-7406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69475"}

@article{bb71799,
        AUTHOR = "Zhao, S. and Jin, Z. and Zhang, Q.",
        TITLE = "Modality Adaptive Representation Network for Efficient RGB-T Semantic
Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3939-3943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT69476"}

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