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        TITLE = "BSTS: A Weakly-Supervised Method for Semantic Learning of 3D Point
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        JOURNAL = CirSysVideo,
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@article{bb94153,
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semantic segmentation in diverse weather scenarios",
        JOURNAL = PandRS,
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@article{bb94154,
        AUTHOR = "Luo, X. and Lin, P. and Li, X.X. and Wei, Z. and Li, H.",
        TITLE = "Semantic Segmentation of Aerial Laser Point Clouds Based on
Deep-Residual Enhanced Coding of Multi-Feature Information",
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        NUMBER = "23",
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@article{bb94155,
        AUTHOR = "Riz, L. and Saltori, C. and Wang, Y.M. and Ricci, E. and Poiesi, F.",
        TITLE = "Novel Class Discovery Meets Foundation Models for 3D Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
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        MONTH = "February",
        PAGES = "527-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91161"}

@inproceedings{bb94156,
        AUTHOR = "Riz, L. and Saltori, C. and Ricci, E. and Poiesi, F.",
        TITLE = "Novel Class Discovery for 3D Point Cloud Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "9393-9402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91162"}

@article{bb94157,
        AUTHOR = "Ouyang, W.Z. and Xu, Z.L. and Shen, B. and Wang, J.H. and Xu, Y.",
        TITLE = "LinkOcc: 3D Semantic Occupancy Prediction With Temporal Association",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1374-1384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91163"}

@article{bb94158,
        AUTHOR = "Betsas, T. and Georgopoulos, A. and Doulamis, A. and Grussenmeyer, P.",
        TITLE = "Deep Learning on 3D Semantic Segmentation: A Detailed Review",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "2",
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@article{bb94159,
        AUTHOR = "Liu, C. and Han, X. and Huang, W.H. and Long, C. and Wang, W. and Dong, Z. and Yang, B.S.",
        TITLE = "INF-PCA: Implicit Neural Field-Based Interactive Point Cloud Semantic
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        JOURNAL = ITS,
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        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2558-2572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91165"}

@article{bb94160,
        AUTHOR = "Kang, X. and Wang, C.Q. and Chen, X.J.",
        TITLE = "Region-Enhanced Feature Learning for Scene Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "954-964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91166"}

@article{bb94161,
        AUTHOR = "Camuffo, E. and Michieli, U. and Milani, S.",
        TITLE = "Learning From Mistakes: Self-Regularizing Hierarchical
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91167"}

@article{bb94162,
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        AUTHOR = "Yan, X. and Gao, J.T. and Zheng, C.D. and Zheng, C. and Zhang, R.M. and Cui, S.G. and Li, Z.",
        TITLE = "2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVIII:677-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91169"}

@article{bb94164,
        AUTHOR = "Deng, J.C. and Lu, J.H. and Zhang, T.Z.",
        TITLE = "Quantity-Quality Enhanced Self-Training Network for Weakly Supervised
Point Cloud Semantic Segmentation",
        JOURNAL = PAMI,
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        YEAR = "2025",
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        MONTH = "May",
        PAGES = "3580-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91170"}

@article{bb94165,
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        TITLE = "3D semantic segmentation: Cluster-based sampling and proximity
hashing for novel class discovery",
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@article{bb94166,
        AUTHOR = "Li, C.S. and Liu, Y.H. and Li, X.K. and Zhang, Y.N. and Li, T.R. and Yuan, J.S.",
        TITLE = "Deep Hierarchical Learning for 3D Semantic Segmentation",
        JOURNAL = IJCV,
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        PAGES = "4420-4441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91172"}

@article{bb94167,
        AUTHOR = "Yi, H. and Liu, Y. and Wang, M.",
        TITLE = "PSNet: Patch-Based Self-Attention Network for 3D Point Cloud Semantic
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        JOURNAL = RS,
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        YEAR = "2025",
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@article{bb94168,
        AUTHOR = "Li, S.S. and Shen, Z.J. and Zhang, Y.H. and Lai, H. and Tan, S. and Chen, W.",
        TITLE = "3D MedicalDet-Mamba: A Hybrid Mamba-CNN Network for Medical Object
Detection and Localization",
        JOURNAL = IJIST,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "e70139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91174"}

@article{bb94169,
        AUTHOR = "Zhang, R. and Huang, G. and Bao, F. and Guo, X.",
        TITLE = "Multi-Neighborhood Sparse Feature Selection for Semantic Segmentation
of LiDAR Point Clouds",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "13",
        PAGES = "2288",
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@article{bb94170,
        AUTHOR = "Yuan, J.L. and Ma, H.C. and Zhang, L. and Deng, J. and Luo, W.J. and Liu, K. and Cai, Z.",
        TITLE = "Transfer Learning Based on Multi-Branch Architecture Feature
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Few Samples",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "15",
        PAGES = "2618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91176"}

@article{bb94171,
        AUTHOR = "Wu, Y. and Xing, M.W. and Zhang, Y.C. and Xie, Y. and Qu, Y.",
        TITLE = "Fusion-Then-Distillation: Toward Cross-Modal Positive Distillation
for Domain Adaptive 3D Semantic Segmentation",
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        VOLUME = "35",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "9030-9045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91177"}

@article{bb94172,
        AUTHOR = "El Mendili, L. and Daniel, S. and Badard, T.",
        TITLE = "Distribution-aware contrastive learning for domain adaptation in 3D
LiDAR segmentation",
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        PAGES = "104438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91178"}

@article{bb94173,
        AUTHOR = "Luo, H.F. and Chen, Z. and Ye, F. and Huang, T.Q. and He, H.X. and Hu, W.",
        TITLE = "Cross-sensor adaptive semantic segmentation for mobile laser scanning
point clouds based on continuous potential scene surface
reconstruction",
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        YEAR = "2025",
        PAGES = "537-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91179"}

@article{bb94174,
        AUTHOR = "El Mendili, L. and Daniel, S. and Badard, T.",
        TITLE = "Context-Aware Feature Adaptation for Mitigating Negative Transfer in
3D LiDAR Semantic Segmentation",
        JOURNAL = RS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91180"}

@article{bb94175,
        AUTHOR = "Zhu, J. and Ma, B.T. and Zhang, S.T. and Yan, C.G. and Wang, S.",
        TITLE = "GLA: Global-Local Awareness for 3D Point Cloud Class-Incremental
Semantic Segmentation",
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        PAGES = "3087-3091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91181"}

@article{bb94176,
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        TITLE = "Test-time adaptation for geospatial point cloud semantic segmentation
with distinct domain shifts",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "9201-9216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91183"}

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segmentation under distribution shifts",
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        TITLE = "LiDAttack: Robust Black-Box Attack on LiDAR-Based Object Detection",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91185"}

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        BOOKTITLE = CVPR25,
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@inproceedings{bb94181,
        AUTHOR = "Qu, W.T. and Wang, J. and Gong, Y. and Huang, X.S. and Xiao, L.",
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Single-Step Conditional Diffusion Models",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91187"}

@inproceedings{bb94182,
        AUTHOR = "Liu, C.D. and Weng, X.X. and Jiang, S. and Li, P.C. and Yu, L. and Xia, G.S.",
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@inproceedings{bb94183,
        AUTHOR = "Zhang, Q. and Peng, J. and Huang, Z. and Feng, W. and Lin, D.",
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        YEAR = "2025",
        PAGES = "22205-22214",
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@inproceedings{bb94184,
        AUTHOR = "Nisar, B. and Waslander, S.L.",
        TITLE = "PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT91190"}

@inproceedings{bb94185,
        AUTHOR = "Zhang, Z. and Dai, W.S. and Wen, H.T. and Yang, B.",
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@inproceedings{bb94186,
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        AUTHOR = "Yang, L.Y. and Hu, P. and Yuan, S.B. and Zhang, L. and Liu, J. and Shen, H. and Zhu, X.F.",
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        AUTHOR = "Chen, T.Y. and Yang, L. and Chuang, T.Y. and Lai, S.H.",
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@inproceedings{bb94195,
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@inproceedings{bb94196,
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@inproceedings{bb94197,
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@inproceedings{bb94198,
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