@article{bb68900,
        AUTHOR = "Li, W.Y. and Liu, X.Y. and Yuan, Y.X.",
        TITLE = "SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive
Object Detection",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7051-7061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66636"}

@article{bb68901,
        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#TT66637"}

@article{bb68902,
        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
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9004-9021",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66638"}

@article{bb68903,
        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#TT66639"}

@inproceedings{bb68904,
        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#TT66640"}

@article{bb68905,
        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#TT66641"}

@article{bb68906,
        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#TT66642"}

@article{bb68907,
        AUTHOR = "Ning, M. and Lu, D.H. and Xie, Y.J. and Chen, D.D. and Wei, D. and Zheng, Y.F. and Tian, Y.H. and Yan, S.C. and Yuan, L.",
        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#TT66643"}

@inproceedings{bb68908,
        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#TT66644"}

@article{bb68909,
        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#TT66645"}

@article{bb68910,
        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#TT66646"}

@article{bb68911,
        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",
        PAGES = "112019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66647"}

@article{bb68912,
        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#TT66648"}

@article{bb68913,
        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#TT66649"}

@article{bb68914,
        AUTHOR = "Munir, M.A. and Khan, M.H. and Sarfraz, M.S. and Ali, M.",
        TITLE = "Domain Adaptive Object Detection via Balancing Between Self-Training
and Adversarial Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14353-14365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66650"}

@article{bb68915,
        AUTHOR = "Pang, J. and Liu, W.F. and Zhang, B.F. and Yang, X.H. and Liu, B. and Tao, D.P.",
        TITLE = "MCNet: Magnitude consistency network for domain adaptive object
detection under inclement environments",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66651"}

@article{bb68916,
        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#TT66652"}

@article{bb68917,
        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#TT66653"}

@article{bb68918,
        AUTHOR = "Wu, J.H. and Wang, G. and Gu, R. and Lu, T. and Chen, Y. 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#TT66654"}

@inproceedings{bb68919,
        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#TT66655"}

@article{bb68920,
        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#TT66656"}

@article{bb68921,
        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#TT66657"}

@inproceedings{bb68922,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66658"}

@article{bb68923,
        AUTHOR = "Doan, A.D. and Nguyen, B.L. and Gupta, S. and Reid, I.D. and Wagner, M. and Chin, T.J.",
        TITLE = "Assessing domain gap for continual domain adaptation in object
detection",
        JOURNAL = CVIU,
        VOLUME = "238",
        YEAR = "2024",
        PAGES = "103885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66659"}

@article{bb68924,
        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",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "181-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66660"}

@inproceedings{bb68925,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66661"}

@article{bb68926,
        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
Learning for domain adaptive semantic segmentation",
        JOURNAL = PR,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "110203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66662"}

@article{bb68927,
        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.",
        TITLE = "An Adaptive Post-Processing Network With the Global-Local Aggregation
for Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1159-1173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66663"}

@article{bb68928,
        AUTHOR = "Ma, Y. and Chai, L. and Jin, L. and Yan, J.",
        TITLE = "Hierarchical alignment network for domain adaptive object detection
in aerial images",
        JOURNAL = PandRS,
        VOLUME = "208",
        YEAR = "2024",
        PAGES = "39-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66664"}

@article{bb68929,
        AUTHOR = "Guo, Y.S. and Yu, H. and Xie, S.R. and Ma, L.Y. and Cao, X.Z. and Luo, X.F.",
        TITLE = "DSCA: A Dual Semantic Correlation Alignment Method for domain
adaptation object detection",
        JOURNAL = PR,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "110329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66665"}

@article{bb68930,
        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",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1977-1989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66666"}

@article{bb68931,
        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,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66667"}

@article{bb68932,
        AUTHOR = "Li, Y. and Zhang, S.S. and Liu, Y. and Yang, J.",
        TITLE = "Loose to compact feature alignment for domain adaptive object
detection",
        JOURNAL = PRL,
        VOLUME = "181",
        YEAR = "2024",
        PAGES = "92-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66668"}

@article{bb68933,
        AUTHOR = "Gao, D. and Wang, Q. and Yang, J. and Wu, J.L.",
        TITLE = "Domain adaptive object detection via synthetically generated
intermediate domain and progressive feature alignment",
        JOURNAL = IVC,
        VOLUME = "154",
        YEAR = "2025",
        PAGES = "105404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66669"}

@article{bb68934,
        AUTHOR = "Zhang, S.Q. and Zhang, L. and Liu, Z.Y.",
        TITLE = "Active Domain Adaptation for Semantic Segmentation via Dynamically
Balancing Domainness and Uncertainty",
        JOURNAL = IVC,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "105132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66670"}

@article{bb68935,
        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,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "105149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66671"}

@article{bb68936,
        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,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "15",
        PAGES = "2722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66672"}

@article{bb68937,
        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#TT66673"}

@article{bb68938,
        AUTHOR = "Fan, Q.Z. and Shen, X.Q. and Ying, S.H. and Du, S.",
        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#TT66674"}

@article{bb68939,
        AUTHOR = "Zhang, L. and Zhou, W.Z. and Fan, H. and Luo, T.J. and Ling, H.B.",
        TITLE = "Robust Domain Adaptive Object Detection With Unified
Multi-Granularity Alignment",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9161-9178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66675"}

@inproceedings{bb68940,
        AUTHOR = "Zhou, W.Z. and Du, D.W. and Zhang, L. and Luo, T.J. and Wu, Y.J.",
        TITLE = "Multi-Granularity Alignment Domain Adaptation for Object Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9571-9580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66676"}

@article{bb68941,
        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#TT66677"}

@inproceedings{bb68942,
        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#TT66678"}

@article{bb68943,
        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#TT66679"}

@article{bb68944,
        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#TT66680"}

@article{bb68945,
        AUTHOR = "Ke, J.J. and He, L. and Han, B. and Li, J. and Wang, D. and Gao, X.B.",
        TITLE = "VLDadaptor: Domain Adaptive Object Detection With Vision-Language
Model Distillation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "11316-11331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66681"}

@article{bb68946,
        AUTHOR = "Zhang, H. and Luo, G.Y. and Cao, Y.Z.H. and Wang, X. and Li, Y.D. and Wang, F.Y.",
        TITLE = "Scale-Disentangled and Uncertainty-Guided Alignment for
Domain-Adaptive Object Detection",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "19507-19521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66682"}

@article{bb68947,
        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#TT66683"}

@article{bb68948,
        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#TT66683"}

@article{bb68949,
        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#TT66684"}

@inproceedings{bb68950,
        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#TT66685"}

@article{bb68951,
        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#TT66686"}

@article{bb68952,
        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#TT66687"}

@article{bb68953,
        AUTHOR = "Bai, Y.F. and Liu, C. and Yang, R. and Li, X.M.",
        TITLE = "Enhanced soft domain adaptation for object detection in the dark",
        JOURNAL = JVCIR,
        VOLUME = "106",
        YEAR = "2025",
        PAGES = "104337",
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@article{bb68954,
        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,
        VOLUME = "154",
        YEAR = "2025",
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@article{bb68955,
        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#TT66690"}

@article{bb68956,
        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#TT66691"}

@article{bb68957,
        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#TT66692"}

@article{bb68958,
        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#TT66693"}

@inproceedings{bb68959,
        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#TT66694"}

@article{bb68960,
        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#TT66695"}

@article{bb68961,
        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#TT66696"}

@inproceedings{bb68962,
        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#TT66697"}

@article{bb68963,
        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#TT66698"}

@article{bb68964,
        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#TT66699"}

@article{bb68965,
        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#TT66700"}

@article{bb68966,
        AUTHOR = "Zhang, M. and Guo, Y. and Wang, H.D. and Shangguan, H.",
        TITLE = "AODGCN: Adaptive object detection with attention-guided dynamic graph
convolutional network",
        JOURNAL = CVIU,
        VOLUME = "258",
        YEAR = "2025",
        PAGES = "104386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66701"}

@article{bb68967,
        AUTHOR = "Liang, Z.C. and Hu, Y. 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#TT66702"}

@article{bb68968,
        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#TT66703"}

@article{bb68969,
        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#TT66704"}

@article{bb68970,
        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#TT66705"}

@article{bb68971,
        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#TT66706"}

@article{bb68972,
        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#TT66707"}

@article{bb68973,
        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#TT66708"}

@article{bb68974,
        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#TT66709"}

@article{bb68975,
        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#TT66710"}

@article{bb68976,
        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#TT66711"}

@article{bb68977,
        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#TT66712"}

@article{bb68978,
        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#TT66713"}

@article{bb68979,
        AUTHOR = "Guo, X.L. and Liu, C.X. and Qian, X.M. and Wang, Z.X. and Feng, X.B. and Xue, Y.",
        TITLE = "Single-Domain Generalized Object Detection With Frequency Whitening
and Contrastive Learning",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6805-6818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66714"}

@inproceedings{bb68980,
        AUTHOR = "Wang, P. and Cai, Z.W. and Yang, H. and Swaminathan, A. and Manmatha, R. and Soatto, S.",
        TITLE = "Scaling up Image Segmentation across Data and Tasks",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4573-4583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66715"}

@inproceedings{bb68981,
        AUTHOR = "Zhang, S.Z. and Lv, X.Q. and Xing, Y.H. and Wu, Q. and Xu, D. and Zhang, Y.N.",
        TITLE = "Revisiting Generative Replay for Class Incremental Object Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20340-20349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66716"}

@inproceedings{bb68982,
        AUTHOR = "Wang, K.Y. and Fu, X. and Lu, X. and Ge, C.J. and Cao, C.Z. and Zhai, W. and Zha, Z.J.",
        TITLE = "Efficient Test-Time Adaptive Object Detection via Sensitivity-Guided
Pruning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10577-10586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66717"}

@inproceedings{bb68983,
        AUTHOR = "Li, H.C. and Zhang, R. and Yao, H.T. and Zhang, X. and Hao, Y.F. and Song, X. and Peng, S.H. and Zhao, Y.W. and Zhao, C. and Wu, Y.J. and Li, L.",
        TITLE = "SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain
Adaptive Object Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25465-25475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66718"}

@inproceedings{bb68984,
        AUTHOR = "Fu, Y.X. and Lou, M. and Yu, Y.Z.",
        TITLE = "SegMAN: Omni-scale Context Modeling with State Space Models and Local
Attention for Semantic Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19077-19087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66719"}

@inproceedings{bb68985,
        AUTHOR = "Zhang, X. and Tan, R.T.",
        TITLE = "Mamba as a Bridge: Where Vision Foundation Models Meet Vision
Language Models for Domain-Generalized Semantic Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14527-14537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66720"}

@inproceedings{bb68986,
        AUTHOR = "Fang, K. and Zhang, A. and Gao, G.Y. and Jiao, J.B. and Liu, C.H. and Wei, Y.C.",
        TITLE = "CoMBO: Conflict Mitigation via Branched Optimization for Class
Incremental Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25667-25676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66721"}

@inproceedings{bb68987,
        AUTHOR = "Zhao, D. and Li, J.L. and Wang, S. and Wu, M.Y. and Zang, Q. and Sebe, N. and Zhong, Z.",
        TITLE = "FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models
for Domain Generalized Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15043-15054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66722"}

@inproceedings{bb68988,
        AUTHOR = "Lavoie, M.A. and Mahmoud, A. and Waslander, S.L.",
        TITLE = "Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4692-4702",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66723"}

@inproceedings{bb68989,
        AUTHOR = "Basak, H. and Yin, Z.Z.",
        TITLE = "SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language
Guidance for Semantic Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9816-9828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66724"}

@inproceedings{bb68990,
        AUTHOR = "Choe, S.A. and Park, K.H. and Choi, J. and Park, G.M.",
        TITLE = "Universal Domain Adaptation for Semantic Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4607-4617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66725"}

@inproceedings{bb68991,
        AUTHOR = "Belal, A. and Meethal, A. and Romero, F.P. and Pedersoli, M. and Granger, E.",
        TITLE = "Attention-Based Class-Conditioned Alignment for Multi-Source Domain
Adaptation of Object Detectors",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8566-8575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66726"}

@inproceedings{bb68992,
        AUTHOR = "Liang, C. and Chen, W.H. and Zhao, X. and Wang, J. and Cao, L.J. and Zhang, J.",
        TITLE = "Distribution Optimization Under Gaussian Hypothesis for Domain
Adaptive Semantic Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "9280-9290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66727"}

@inproceedings{bb68993,
        AUTHOR = "Tejero, J.G. and Schmid, M. and Neila, P.M. and Zinkernagel, M.S. and Wolf, S. and Sznitman, R.",
        TITLE = "SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "6775-6784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66728"}

@inproceedings{bb68994,
        AUTHOR = "Deregnaucourt, L. and Laghmara, H. and Lechervy, A. and Ainouz, S.",
        TITLE = "A Conflict-Guided Evidential Multimodal Fusion for Semantic
Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1373-1382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66729"}

@inproceedings{bb68995,
        AUTHOR = "Wan, Z.F. and Zhang, P.P. and Wang, Y.H. and Yong, S. and Stepputtis, S. and Sycara, K. and Xie, Y.Q.",
        TITLE = "Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1734-1744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66730"}

@inproceedings{bb68996,
        AUTHOR = "Verma, S. and Lindseth, F. and Kiss, G.",
        TITLE = "SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with
Geo-Coordinate Embeddings for Domain Adaptation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "9093-9104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66731"}

@inproceedings{bb68997,
        AUTHOR = "Khanh, T.L.B. and Nguyen, H.H. and Pham, L.H. and Tran, D.N.N. and Jeon, J.W.",
        TITLE = "Dynamic Retraining-Updating Mean Teacher for Source-Free Object
Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LII: 328-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66732"}

@inproceedings{bb68998,
        AUTHOR = "Pak, B. and Woo, B.J. and Kim, S. and Kim, D.H. and Kim, H.",
        TITLE = "Textual Query-driven Mask Transformer for Domain Generalized
Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVII: 37-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66733"}

@inproceedings{bb68999,
        AUTHOR = "Yang, L.Y. and Hoyer, L. and Weber, M. and Fischer, T. and Dai, D.X. and Leal Taixe, L. and Pollefeys, M. and Cremers, D. and Van Gool, L.J.",
        TITLE = "Micdrop: Masking Image and Depth Features via Complementary Dropout for
Domain-adaptive Semantic Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIX: 329-346",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT66734"}