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        TITLE = "Self-Mining the Confident Prototypes for Source-Free Unsupervised
Domain Adaptation in Image Segmentation",
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        AUTHOR = "Wang, L.Y. and Wang, M. and Zhang, D.Q. and Fu, H.Z.",
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@article{bb72103,
        AUTHOR = "Guermazi, B. and Ksantini, R. and Khan, N.",
        TITLE = "DynaSeg: A deep dynamic fusion method for unsupervised image
segmentation incorporating feature similarity and spatial continuity",
        JOURNAL = IVC,
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        AUTHOR = "Zhuo, W. and Wang, Y. and Chen, J.L. and Deng, S. and Wang, Z. and Shen, L.L. and Zhu, W.W.",
        TITLE = "Enhancing Unsupervised Semantic Segmentation Through Context-Aware
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        JOURNAL = MultMed,
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        YEAR = "2024",
        PAGES = "10081-10093",
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@article{bb72105,
        AUTHOR = "Liu, M.U. and Zhang, J.C. and Tang, W.",
        TITLE = "Imbalance-Aware Discriminative Clustering for Unsupervised Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
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        MONTH = "October",
        PAGES = "4362-4378",
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@article{bb72106,
        AUTHOR = "Bao, D. and Zhou, J. and Tuxworth, G. and Zhang, J. and Gao, Y.S.",
        TITLE = "Hierarchical Context Learning of object components for unsupervised
semantic segmentation",
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        AUTHOR = "Chen, J.M. and Liu, L. and Deng, W.X. and Liu, Z. and Liu, Y. and Wei, Y.M. and Liu, Y.X.",
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for Unsupervised Cross Domain Object Detection",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "279-294",
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@article{bb72108,
        AUTHOR = "Chen, L. and Han, J.H. and Wang, Y.P.",
        TITLE = "DATR: Unsupervised Domain Adaptive Detection Transformer With
Dataset-Level Adaptation and Prototypical Alignment",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "982-994",
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@article{bb72109,
        AUTHOR = "Kim, J. and Lee, B.K. and Ro, Y.M.",
        TITLE = "Causal unsupervised semantic segmentation",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
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@article{bb72110,
        AUTHOR = "Wang, J.Y. and Kang, G.L.",
        TITLE = "ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic
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        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7946-7968",
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@inproceedings{bb72111,
        AUTHOR = "Wang, J.Y. and Kang, G.L.",
        TITLE = "Learn to Rectify the Bias of CLIP for Unsupervised Semantic
Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4102-4112",
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@article{bb72112,
        AUTHOR = "Guermazi, B. and Ksantini, R. and Khan, N.",
        TITLE = "DynaGuide: A generalizable dynamic guidance framework for zero-shot
guided unsupervised semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "164",
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        AUTHOR = "Yu, J. and Sun, Z.T. and Chi, C.B. and Yang, J.H. and Luo, S.",
        TITLE = "Adversarially Domain-Adaptive Latent Diffusion for Unsupervised
Semantic Segmentation",
        BOOKTITLE = PVUW25,
        YEAR = "2025",
        PAGES = "2605-2615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350unsupss4.html#TT69801"}

@inproceedings{bb72114,
        AUTHOR = "Seong, H.S. and Moon, W. and Lee, S. and Heo, J.P.",
        TITLE = "Progressive Proxy Anchor Propagation for Unsupervised Semantic
Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 472-490",
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@inproceedings{bb72115,
        AUTHOR = "Kamra, C.G. and Mastan, I.D. and Kumar, N. and Gupta, D.",
        TITLE = "Simsam: Simple Siamese Representations Based Semantic Affinity Matrix
for Unsupervised Image Segmentation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1172-1178",
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@inproceedings{bb72116,
        AUTHOR = "Kim, C. and Han, W. and Ju, D. and Hwang, S.J.",
        TITLE = "EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised
Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3523-3533",
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@inproceedings{bb72117,
        AUTHOR = "Niu, D. and Wang, X.D. and Han, X.Y. and Lian, L. and Herzig, R. and Darrell, T.J.",
        TITLE = "Unsupervised Universal Image Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22744-22754",
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@inproceedings{bb72118,
        AUTHOR = "Sick, L. and Engel, D. and Hermosilla, P. and Ropinski, T.",
        TITLE = "Unsupervised Semantic Segmentation Through Depth-Guided Feature
Correlation and Sampling",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3637-3646",
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@inproceedings{bb72119,
        AUTHOR = "Brorsson, E. and Akesson, K. and Svensson, L. and Bengtsson, K.",
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Adaptive Semantic Segmentation",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "610-616",
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        AUTHOR = "Liu, K. and Zhu, C.",
        TITLE = "Unsupervised Domain Adaptive Semantic Segmentation Based on
Clip-Guided Prototypical Contrastive Learning",
        BOOKTITLE = ICIP24,
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Domain Adaptation in Semantic Segmentation",
        BOOKTITLE = L3D-IVU24,
        YEAR = "2024",
        PAGES = "2649-2658",
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@inproceedings{bb72122,
        AUTHOR = "Pan, F. and Shin, I. and Rameau, F. and Lee, S. and Kweon, I.S.",
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@inproceedings{bb72123,
        AUTHOR = "Deng, Z.J. and Luo, Y.",
        TITLE = "Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb72124,
        AUTHOR = "Feng, Q.L. and Gadde, R. and Liao, W. and Ramon, E. and Martinez, A.",
        TITLE = "Network-Free, Unsupervised Semantic Segmentation with Synthetic
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        BOOKTITLE = CVPR23,
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@inproceedings{bb72125,
        AUTHOR = "Kennerley, M. and Wang, J.G. and Veeravalli, B. and Tan, R.T.",
        TITLE = "2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised
Domain Adaptive Object Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb72126,
        AUTHOR = "Seong, H.S. and Moon, W. and Lee, S. and Heo, J.P.",
        TITLE = "Leveraging Hidden Positives for Unsupervised Semantic Segmentation",
        BOOKTITLE = CVPR23,
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        PAGES = "19540-19549",
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        AUTHOR = "Li, K. and Wang, Z.N. and Cheng, Z. and Yu, R. and Zhao, Y.F. and Song, G.L. and Liu, C. and Yuan, L. and Chen, J.",
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        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7162-7172",
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@inproceedings{bb72128,
        AUTHOR = "Li, T.Y. and Roy, S. and Zhou, H.Y. and Lu, H.T. and Lathuiliere, S.",
        TITLE = "Contrast, Stylize and Adapt: Unsupervised Contrastive Learning
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        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
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@inproceedings{bb72129,
        AUTHOR = "Zheng, X. and Pan, T. and Luo, Y.H. and Wang, L.",
        TITLE = "Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation
for Panoramic Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb72130,
        AUTHOR = "Zheng, X. and Zhu, J.J. and Liu, Y.X. and Cao, Z.D. and Fu, C. and Wang, L.",
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        BOOKTITLE = CVPR23,
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@inproceedings{bb72131,
        AUTHOR = "Mattolin, G. and Zanella, L. and Ricci, E. and Wang, Y.M.",
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@inproceedings{bb72132,
        AUTHOR = "Chung, I. and Yoo, J. and Kwak, N.",
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@inproceedings{bb72133,
        AUTHOR = "Piva, F.J. and de Geus, D. and Dubbelman, G.",
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@inproceedings{bb72134,
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@inproceedings{bb72135,
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@inproceedings{bb72137,
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Last update:Aug 19, 2026 at 13:26:35