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        TITLE = "Multi-Granularity Alignment Domain Adaptation for Object Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9571-9580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67795"}

@article{bb70101,
        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#TT67796"}

@inproceedings{bb70102,
        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#TT67797"}

@article{bb70103,
        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#TT67798"}

@article{bb70104,
        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#TT67799"}

@article{bb70105,
        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#TT67800"}

@article{bb70106,
        AUTHOR = "He, L. and Ke, J.J. and Wang, Z.H. and Li, J. and Zhou, K. and Wang, Q. and Gao, X.B.",
        TITLE = "Vision-Language Models Empowered Nighttime Object Detection With
Consistency Sampler and Hallucination Feature Generator",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "8345-8360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67801"}

@article{bb70107,
        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#TT67802"}

@article{bb70108,
        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#TT67803"}

@article{bb70109,
        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#TT67803"}

@article{bb70110,
        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#TT67804"}

@inproceedings{bb70111,
        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#TT67805"}

@article{bb70112,
        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#TT67806"}

@article{bb70113,
        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#TT67807"}

@article{bb70114,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67808"}

@article{bb70115,
        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",
        PAGES = "105393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67809"}

@article{bb70116,
        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#TT67810"}

@article{bb70117,
        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#TT67811"}

@article{bb70118,
        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#TT67812"}

@article{bb70119,
        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#TT67813"}

@inproceedings{bb70120,
        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#TT67814"}

@article{bb70121,
        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#TT67815"}

@article{bb70122,
        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#TT67816"}

@inproceedings{bb70123,
        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#TT67817"}

@article{bb70124,
        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#TT67818"}

@article{bb70125,
        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#TT67819"}

@article{bb70126,
        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#TT67820"}

@article{bb70127,
        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#TT67821"}

@article{bb70128,
        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#TT67822"}

@article{bb70129,
        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#TT67823"}

@article{bb70130,
        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#TT67824"}

@article{bb70131,
        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#TT67825"}

@article{bb70132,
        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#TT67826"}

@article{bb70133,
        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#TT67827"}

@article{bb70134,
        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#TT67828"}

@article{bb70135,
        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#TT67829"}

@article{bb70136,
        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#TT67830"}

@article{bb70137,
        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#TT67831"}

@article{bb70138,
        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#TT67832"}

@article{bb70139,
        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#TT67833"}

@article{bb70140,
        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#TT67834"}

@article{bb70141,
        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#TT67835"}

@inproceedings{bb70142,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67836"}

@article{bb70143,
        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#TT67837"}

@article{bb70144,
        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#TT67838"}

@inproceedings{bb70145,
        AUTHOR = "Zhang, Q. and Zhao, S. and Luo, Y.J. and Zhang, D.W. and Huang, N.Z. and Han, J.G.",
        TITLE = "ABMDRNet: Adaptive-weighted Bi-directional Modality Difference
Reduction Network for RGB-T Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2633-2642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67839"}

@article{bb70146,
        AUTHOR = "Wang, X.S. and Bin, K. and Wang, X.J. and Wan, P.C. and Hu, T. and Zhong, P.",
        TITLE = "Adversarial spectral perturbation for single-domain generalized
object detection",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67840"}

@article{bb70147,
        AUTHOR = "Hu, S. and Liao, Z. and Xia, Y.",
        TITLE = "Source-free domain adaptation using prompt learning for medical image
segmentation",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67841"}

@article{bb70148,
        AUTHOR = "Bai, Y.F. and Wu, Y.Q. and Zhu, B. and Li, X.M.",
        TITLE = "Contrastive-Domain Mean Teacher for Domain Adaptive Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10815-10827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67842"}

@article{bb70149,
        AUTHOR = "Fu, Z. and Liu, C.G. and Chen, Y. and Zhou, J.Q. and Liu, Q.J. and Wang, Y.H.",
        TITLE = "De-Simplifying Pseudo Labels to Enhancing Domain Adaptive Object
Detection",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "15811-15825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67843"}

@article{bb70150,
        AUTHOR = "Luo, M.Y. and Zan, Y.J. and Khoshelham, K. and Ji, S.P.",
        TITLE = "Domain generalization for semantic segmentation of remote sensing
images via vision foundation model fine-tuning",
        JOURNAL = PandRS,
        VOLUME = "230",
        YEAR = "2025",
        PAGES = "126-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67844"}

@article{bb70151,
        AUTHOR = "Qiao, Y.C. and Guan, Y. and Wang, Z.Y. and Yang, J.M. and Yang, W.Y.",
        TITLE = "DGFMamba: Model fine-tuning based on bidirectional state space for
domain generalization semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "165",
        YEAR = "2026",
        PAGES = "105800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67845"}

@article{bb70152,
        AUTHOR = "Zhao, X.W. and Ma, Y.Q. and Lv, C.T. and Wang, J.K. and Liu, X.L.",
        TITLE = "Causality-Inspired Debiasing Learning for Open World Object Detection",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "9686-9699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67846"}

@inproceedings{bb70153,
        AUTHOR = "Ma, Y.Q. and Li, H.N. and Zhang, Z. and Guo, J.Y. and Zhang, S.H. and Gong, R.H. and Liu, X.L.",
        TITLE = "Annealing-based Label-Transfer Learning for Open World Object
Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11454-11463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67847"}

@article{bb70154,
        AUTHOR = "Wu, J.H. and Luo, X.D. and Zhou, Y. and Wu, L.M. and Wang, G. and Zhang, S.T.",
        TITLE = "A3-TTA: Adaptive Anchor Alignment Test-Time Adaptation for Image
Segmentation",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "8511-8522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67848"}

@article{bb70155,
        AUTHOR = "Shen, C.C. and Liu, D.W. and Wang, J.X.",
        TITLE = "Multiple object stitching for unsupervised representation learning",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67849"}

@article{bb70156,
        AUTHOR = "Xu, Q. and Wu, Q.H. and Jiang, B. and Wang, J.H. and Chen, Y. and Tang, J.H.",
        TITLE = "Unlocking Cross-Domain Synergies for Domain Adaptive Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "136-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67850"}

@article{bb70157,
        AUTHOR = "Li, W.W. and Zheng, Y.C. and Ren, Y.Y. and Liu, J.Z. and Liu, Y. and Li, W.",
        TITLE = "PMDAv2: Multi-scale prototype matching for domain adaptive semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67851"}

@article{bb70158,
        AUTHOR = "Liang, C. and Zhao, X. and Jia, J. and Wang, J. and Cao, L.J. and Zhang, J.G. and Chen, W.H.",
        TITLE = "BCT: Three-Branch Learning with Unlabeled Target Signals for
Domain-Robust Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67852"}

@inproceedings{bb70159,
        AUTHOR = "Tran, P.D. and Nguyen, H. and Nguyen, T.O.",
        TITLE = "Enhancing Unsupervised Domain Adaptation in Semantic Segmentation
Through Selective Consensus and Gaussian Mixture Model-Based
Pseudo-Labeling",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2832-2837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67853"}

@inproceedings{bb70160,
        AUTHOR = "Yaghmour, A. and Crawford, M.M. and Prasad, S.",
        TITLE = "A Sensor Agnostic Domain Generalization Framework for Leveraging
Geospatial Foundation Models: Enhancing Semantic Segmentation via
Synergistic Pseudo-Labeling and Generative Learning",
        BOOKTITLE = FLVRS25,
        YEAR = "2025",
        PAGES = "3038-3047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67854"}

@inproceedings{bb70161,
        AUTHOR = "Nadeem, N. and Asad, M.H. and Anwar, S. and Bais, A.",
        TITLE = "MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using
Multimodal Contextual Learning and RGB-Depth Masking",
        BOOKTITLE = AgriVision25,
        YEAR = "2025",
        PAGES = "5422-5432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67855"}

@inproceedings{bb70162,
        AUTHOR = "Saito, R. and Hotta, K.",
        TITLE = "Domain Generalization Through Attenuation of Domain-Specific
Information",
        BOOKTITLE = DomainFuture25,
        YEAR = "2025",
        PAGES = "6461-6470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67856"}

@inproceedings{bb70163,
        AUTHOR = "Schwonberg, M. and Gottschalk, H.",
        TITLE = "Domain Generalization for Semantic Segmentation: A Survey",
        BOOKTITLE = DomainFuture25,
        YEAR = "2025",
        PAGES = "6428-6439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67857"}

@inproceedings{bb70164,
        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#TT67858"}

@inproceedings{bb70165,
        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#TT67859"}

@inproceedings{bb70166,
        AUTHOR = "Wang, K.Y. and Fu, X.Y. 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#TT67860"}

@inproceedings{bb70167,
        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#TT67861"}

@inproceedings{bb70168,
        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#TT67862"}

@inproceedings{bb70169,
        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#TT67863"}

@inproceedings{bb70170,
        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#TT67864"}

@inproceedings{bb70171,
        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#TT67865"}

@inproceedings{bb70172,
        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#TT67866"}

@inproceedings{bb70173,
        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#TT67867"}

@inproceedings{bb70174,
        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#TT67868"}

@inproceedings{bb70175,
        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#TT67869"}

@inproceedings{bb70176,
        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#TT67870"}

@inproceedings{bb70177,
        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#TT67871"}

@inproceedings{bb70178,
        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#TT67872"}

@inproceedings{bb70179,
        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#TT67873"}

@inproceedings{bb70180,
        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#TT67874"}

@inproceedings{bb70181,
        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#TT67875"}

@inproceedings{bb70182,
        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#TT67876"}

@inproceedings{bb70183,
        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#TT67877"}

@inproceedings{bb70184,
        AUTHOR = "Gao, Y. and Wang, Z. and Zhang, Y.X. and Tu, B.",
        TITLE = "Efficient Active Domain Adaptation for Semantic Segmentation by
Selecting Information-rich Superpixels",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIV: 405-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67878"}

@inproceedings{bb70185,
        AUTHOR = "Moradinasab, N. and Jafarzadeh, H. and Brown, D.E.",
        TITLE = "Gengmm: Generalized Gaussian-Mixture-Based Domain Adaptation Model
for Semantic Segmentation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1078-1084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67879"}

@inproceedings{bb70186,
        AUTHOR = "Lee, B. and Ko, K. and Hong, J. and Ko, H.S.",
        TITLE = "Prune Channel and Distill: Discriminative Knowledge Distillation for
Semantic Segmentation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "339-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67880"}

@inproceedings{bb70187,
        AUTHOR = "Yoo, J. and Lee, D. and Chung, I. and Kim, D.H. and Kwak, N.",
        TITLE = "What, How, and When Should Object Detectors Update in Continually
Changing Test Domains?",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23354-23363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67881"}

@inproceedings{bb70188,
        AUTHOR = "Kennerley, M. and Wang, J.G. and Veeravalli, B. and Tan, R.T.",
        TITLE = "CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16541-16550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67882"}

@inproceedings{bb70189,
        AUTHOR = "Ruan, X.Q. and Tang, W.",
        TITLE = "Fully Test-time Adaptation for Object Detection",
        BOOKTITLE = MAT24,
        YEAR = "2024",
        PAGES = "1038-1047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67883"}

@inproceedings{bb70190,
        AUTHOR = "Danish, M.S. and Khan, M.H. and Munir, M.A. and Sarfraz, M.S. and Ali, M.",
        TITLE = "Improving Single Domain-Generalized Object Detection:
A Focus on Diversification and Alignment",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17732-17742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67884"}

@inproceedings{bb70191,
        AUTHOR = "Zhao, H. and Zhang, J. and Chen, Z. and Zhao, S.S. and Tao, D.C.",
        TITLE = "UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic
Segmentation in Adverse Weather",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14781-14791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67885"}

@inproceedings{bb70192,
        AUTHOR = "Liu, Y.J. and Zhou, S.J. and Liu, X. and Hao, C.H. and Fan, B.J. and Tian, J.D.",
        TITLE = "Unbiased Faster R-CNN for Single-source Domain Generalized Object
Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28838-28847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67886"}

@inproceedings{bb70193,
        AUTHOR = "Udupa, S. and Gurunath, P. and Sikdar, A. and Sundaram, S.",
        TITLE = "MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real
with Multi-Resolution Feature Perturbation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5904-5914",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67887"}

@inproceedings{bb70194,
        AUTHOR = "Mercea, O.B. and Gritsenko, A. and Schmid, C. and Arnab, A.",
        TITLE = "Time-, Memory- and Parameter-Efficient Visual Adaptation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5536-5545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67888"}

@inproceedings{bb70195,
        AUTHOR = "Ma, J.",
        TITLE = "Improved Self-Training for Test-Time Adaptation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23701-23710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67889"}

@inproceedings{bb70196,
        AUTHOR = "Reichert, H. and Hetzel, M. and Hubert, A. and Doll, K. and Sick, B.",
        TITLE = "Sensor Equivariance: A Framework for Semantic Segmentation with
Diverse Camera Models",
        BOOKTITLE = OmniCV24,
        YEAR = "2024",
        PAGES = "1254-1261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67890"}

@inproceedings{bb70197,
        AUTHOR = "Shah, U. and Tukur, M. and Alzubaidi, M. and Pintore, G. and Gobbetti, E. and Househ, M. and Schneider, J. and Agus, M.",
        TITLE = "MultiPanoWise: holistic deep architecture for multi-task dense
prediction from a single panoramic image",
        BOOKTITLE = OmniCV24,
        YEAR = "2024",
        PAGES = "1311-1321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67891"}

@inproceedings{bb70198,
        AUTHOR = "Costain, T.W. and Li, K. and Prisacariu, V.A.",
        TITLE = "Contextualising Implicit Representations for Semantic Tasks",
        BOOKTITLE = NERF24,
        YEAR = "2024",
        PAGES = "877-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67892"}

@inproceedings{bb70199,
        AUTHOR = "Gerin, B. and Halin, A. and Cioppa, A. and Henry, M. and Ghanem, B. and Macq, B. and de Vleeschouwer, C. and van Droogenbroeck, M.",
        TITLE = "Multi-Stream Cellular Test-Time Adaptation of Real-Time Models
Evolving in Dynamic Environments",
        BOOKTITLE = WAD24,
        YEAR = "2024",
        PAGES = "4472-4482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350das3.html#TT67893"}