@article{bb96100,
        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
Annotation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2558-2572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93063"}

@article{bb96101,
        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#TT93064"}

@article{bb96102,
        AUTHOR = "Camuffo, E. and Michieli, U. and Milani, S.",
        TITLE = "Learning From Mistakes: Self-Regularizing Hierarchical
Representations in Point Cloud Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "978-989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93065"}

@article{bb96103,
        AUTHOR = "Cao, Z. and Mi, X.X. and Qiu, B. and Cao, Z.P. and Long, C. and Yan, X.R. and Zheng, C. and Dong, Z. and Yang, B.S.",
        TITLE = "Cross-modal semantic transfer for point cloud semantic segmentation",
        JOURNAL = PandRS,
        VOLUME = "221",
        YEAR = "2025",
        PAGES = "265-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93066"}

@inproceedings{bb96104,
        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#TT93067"}

@article{bb96105,
        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,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3580-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93068"}

@article{bb96106,
        AUTHOR = "Du, J. and Xu, L.L. and Ma, L.F. and Gao, K. and Zelek, J. and Li, J.",
        TITLE = "3D semantic segmentation: Cluster-based sampling and proximity
hashing for novel class discovery",
        JOURNAL = PandRS,
        VOLUME = "223",
        YEAR = "2025",
        PAGES = "274-295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93069"}

@article{bb96107,
        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,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4420-4441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93070"}

@article{bb96108,
        AUTHOR = "Yi, H. and Liu, Y. and Wang, M.",
        TITLE = "PSNet: Patch-Based Self-Attention Network for 3D Point Cloud Semantic
Segmentation",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "12",
        PAGES = "2012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93071"}

@article{bb96109,
        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#TT93072"}

@article{bb96110,
        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,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "13",
        PAGES = "2288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93073"}

@article{bb96111,
        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
Extractor for Airborne LiDAR Point Cloud Semantic Segmentation with
Few Samples",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "15",
        PAGES = "2618",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93074"}

@article{bb96112,
        AUTHOR = "Wu, Y. and Xing, M.W. and Zhang, Y.C. and Xie, Y. and Qu, Y.Y.",
        TITLE = "Fusion-Then-Distillation: Toward Cross-Modal Positive Distillation
for Domain Adaptive 3D Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9030-9045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93075"}

@article{bb96113,
        AUTHOR = "El Mendili, L. and Daniel, S. and Badard, T.",
        TITLE = "Distribution-aware contrastive learning for domain adaptation in 3D
LiDAR segmentation",
        JOURNAL = CVIU,
        VOLUME = "259",
        YEAR = "2025",
        PAGES = "104438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93076"}

@article{bb96114,
        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",
        JOURNAL = PandRS,
        VOLUME = "228",
        YEAR = "2025",
        PAGES = "537-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93077"}

@article{bb96115,
        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,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "16",
        PAGES = "2825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93078"}

@article{bb96116,
        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",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3087-3091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93079"}

@article{bb96117,
        AUTHOR = "Wang, P. and Yao, W. and Shao, J. and He, Z.Y.",
        TITLE = "Test-time adaptation for geospatial point cloud semantic segmentation
with distinct domain shifts",
        JOURNAL = PandRS,
        VOLUME = "229",
        YEAR = "2025",
        PAGES = "422-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93080"}

@article{bb96118,
        AUTHOR = "Zhang, Y.F. and Hou, J.H. and Ren, S. and Wu, J.J. and Yuan, Y.X. and Shi, G.M.",
        TITLE = "Self-Supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural
Calibration",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9201-9216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93081"}

@article{bb96119,
        AUTHOR = "Javanbakhat, M. and Hasan, M.T. and Lippert, C.",
        TITLE = "Multimodal vs. unimodal approaches to uncertainty in 3D image
segmentation under distribution shifts",
        JOURNAL = CVIU,
        VOLUME = "260",
        YEAR = "2025",
        PAGES = "104473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93082"}

@article{bb96120,
        AUTHOR = "Chen, J. and Liao, D. and Yan, Y.J. and Xiang, S. and Zheng, H.B.",
        TITLE = "LiDAttack: Robust Black-Box Attack on LiDAR-Based Object Detection",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "13563-13572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93083"}

@article{bb96121,
        AUTHOR = "Xiao, J.W. and Wang, R.P. and He, C. and Chen, X.L.",
        TITLE = "Cross-Domain Few-Shot 3D Point Cloud Semantic Segmentation",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "51-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93084"}

@article{bb96122,
        AUTHOR = "Wang, Y.F. and Li, S. and Wang, G.F. and Jiang, W. and Yan, Y.J. and Sun, J.W.",
        TITLE = "Robust and Transferable Elevation-Aware Multi-Resolution Network for
Semantic Segmentation of LiDAR Point Clouds in Powerline Corridors",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "19",
        PAGES = "3318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93085"}

@article{bb96123,
        AUTHOR = "Wang, T. and Hao, F. and Zhang, Q. and Cheng, J.",
        TITLE = "Progressive background-foreground difference enhancement for few-shot
3D point cloud semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "105656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93086"}

@article{bb96124,
        AUTHOR = "Jiang, P. and Sun, H.C. and Pan, Z.Y. and Cao, J.M. and Zimmermann, R. and Tu, C.H.",
        TITLE = "Improving Back-Projection Accuracy for the Semantic Segmentation of
Indoor Point Clouds With Fewer & Sparse Image Annotations",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7648-7661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93087"}

@article{bb96125,
        AUTHOR = "Luo, C. and Cheng, N. and Chen, W.Y. and Li, P.",
        TITLE = "Semantic Encoding Supervises LiDAR Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "16973-16985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93088"}

@article{bb96126,
        AUTHOR = "Song, S. and Tang, K. and Zhang, Y.",
        TITLE = "PST-Mamba: Spatio-temporal selective state fusion for effective point
cloud video understanding with state space models",
        JOURNAL = IVC,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "105785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93089"}

@article{bb96127,
        AUTHOR = "Dong, Q.L. and Li, J.A. and Deng, S.",
        TITLE = "Towards Semi-Supervised Dual-Modal Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8212-8224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93090"}

@inproceedings{bb96128,
        AUTHOR = "Li, J.A. and Dong, Q.L.",
        TITLE = "Density-Guided Semi-Supervised 3D Semantic Segmentation with
Dual-Space Hardness Sampling",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3260-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93091"}

@article{bb96129,
        AUTHOR = "Xu, J.Y. and Yang, W.D. and Kong, L. and Liu, Y. and Zhou, Q.Y. and Zhang, R. and Li, Z.J. and Chen, W.M. and Fei, B.",
        TITLE = "Visual Foundation Models Boost Cross-Modal Unsupervised Domain
Adaptation for 3D Semantic Segmentation",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "20287-20301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93092"}

@article{bb96130,
        AUTHOR = "Xu, F.Y. and Xiao, Y.X. and Mei, J.L. and Hu, Y. and Fu, Q. and Shi, H.",
        TITLE = "Domain-Adaptive Point Cloud Semantic Segmentation via
Knowledge-Augmented Deep Learning",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93093"}

@article{bb96131,
        AUTHOR = "Liu, L. and Wang, P. and Wu, G. and Jiang, J. and Yang, H.F.",
        TITLE = "Toward Optimal Mixture of Experts System for 3D Object Detection:
A Game of Accuracy, Efficiency and Adaptivity",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "914-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93094"}

@article{bb96132,
        AUTHOR = "Wang, Q. and Shi, S. and Li, J.H. and Jiang, W. and Zhang, X.",
        TITLE = "Window normalization: Enhancing point cloud understanding by unifying
inconsistent point densities",
        JOURNAL = IVC,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "105789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93095"}

@article{bb96133,
        AUTHOR = "Wang, J.Y. and Xiang, X.J. and Lai, J. and Liu, Y. and Li, Q. and Chen, C.",
        TITLE = "Ground to Altitude: Weakly-Supervised Cross-Platform Domain
Generalization for LiDAR Semantic Segmentation",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "2",
        PAGES = "192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93096"}

@article{bb96134,
        AUTHOR = "Zhang, P. and Yang, S. and Sun, J.S. and Li, W.Q. and Su, Z.Y.",
        TITLE = "Open-World Point Cloud Semantic Segmentation:
A Human-in-the-Loop Framework",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "832-845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93097"}

@article{bb96135,
        AUTHOR = "Song, D. and Yan, C.J. and Wang, B.H. and Liu, Y. and Wang, C.",
        TITLE = "GMSFormer: Geometric-aware multi-structured transformer for point
cloud understanding",
        JOURNAL = PR,
        VOLUME = "175",
        YEAR = "2026",
        PAGES = "113111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93098"}

@article{bb96136,
        AUTHOR = "Hu, K.Z. and Huang, H.J. and Sun, J. and Huang, D.C. and Fan, M.M.",
        TITLE = "MDGC-Net: Multi-dimensional geometric feature and adaptive geometric
consistency for enhanced point cloud segmentation",
        JOURNAL = PR,
        VOLUME = "175",
        YEAR = "2026",
        PAGES = "113110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93099"}

@article{bb96137,
        AUTHOR = "Bi, K.P. and Wang, S. and Jiang, X.Y. and Zhang, M.",
        TITLE = "SRformer: A hybrid semantic-regional transformer for indoor 3D object
detection",
        JOURNAL = IVC,
        VOLUME = "168",
        YEAR = "2026",
        PAGES = "105919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93100"}

@inproceedings{bb96138,
        AUTHOR = "Ciprian Sanchez, J.F. and Burmeister, J.M. and Richter, R. and Dollner, J.",
        TITLE = "Explaining 3D Point Cloud Semantic Segmentation Models Through
Adversarial Attacks",
        BOOKTITLE = XAI4CV25,
        YEAR = "2025",
        PAGES = "2782-2791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93101"}

@inproceedings{bb96139,
        AUTHOR = "Spoecklberger, J. and Lin, W. and Hermosilla, P. and Doveh, S. and Possegger, H. and Mirza, M.J.",
        TITLE = "Exploring Modality Guidance to Enhance VFM-Based Feature Fusion for
UDA in 3D Semantic Segmentation",
        BOOKTITLE = CooperDrive25,
        YEAR = "2025",
        PAGES = "4789-4798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93102"}

@inproceedings{bb96140,
        AUTHOR = "Weijler, L. and Mirza, M.J. and Sick, L. and Ekkazan, C. and Hermosilla, P.",
        TITLE = "TTT-KD: Test-Time Training for 3D Semantic Segmentation Through
Knowledge Distillation From Foundation Models",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1264-1274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93103"}

@inproceedings{bb96141,
        AUTHOR = "Weijler, L. and Hermosilla, P.",
        TITLE = "Efficient Continuous Group Convolutions for Local SE(3) Equivariance
in 3D Point Clouds",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1372-1381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93104"}

@inproceedings{bb96142,
        AUTHOR = "Corsetti, J. and Giuliari, F. and Fasoli, A. and Boscaini, D. and Poiesi, F.",
        TITLE = "Functionality understanding and segmentation in 3D scenes",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "24550-24559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93105"}

@inproceedings{bb96143,
        AUTHOR = "Qu, W.T. and Wang, J. and Gong, Y. and Huang, X.S. and Xiao, L.",
        TITLE = "An End-to-End Robust Point Cloud Semantic Segmentation Network with
Single-Step Conditional Diffusion Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "27325-27335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93106"}

@inproceedings{bb96144,
        AUTHOR = "Liu, C.D. and Weng, X.X. and Jiang, S. and Li, P.C. and Yu, L. and Xia, G.S.",
        TITLE = "Exploring Scene Affinity for Semi-Supervised LiDAR Semantic
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "27380-27389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93107"}

@inproceedings{bb96145,
        AUTHOR = "Zhang, Q. and Peng, J. and Huang, Z. and Feng, W. and Lin, D.",
        TITLE = "Generative Hard Example Augmentation for Semantic Point Cloud
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "22205-22214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93108"}

@inproceedings{bb96146,
        AUTHOR = "Nisar, B. and Waslander, S.L.",
        TITLE = "PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point
Clouds",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "6670-6679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93109"}

@inproceedings{bb96147,
        AUTHOR = "Zhang, Z. and Dai, W.S. and Wen, H.T. and Yang, B.",
        TITLE = "LogoSP: Local-global Grouping of Superpoints for Unsupervised
Semantic Segmentation of 3D Point Clouds",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "1374-1384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93110"}

@inproceedings{bb96148,
        AUTHOR = "Lin, R.D. and Weng, P.C. and Wang, Y.Q. and Ding, H. and Han, J.S. and Wang, F.",
        TITLE = "HiLoTs: High-Low Temporal Sensitive Representation Learning for
Semi-Supervised LiDAR Segmentation in Autonomous Driving",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "1429-1438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93111"}

@inproceedings{bb96149,
        AUTHOR = "Yang, L.Y. and Hu, P. and Yuan, S.B. and Zhang, L. and Liu, J. and Shen, H. and Zhu, X.F.",
        TITLE = "Towards Explicit Geometry-Reflectance Collaboration for Generalized
LiDAR Segmentation in Adverse Weather",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "139-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93112"}

@inproceedings{bb96150,
        AUTHOR = "Chen, T.Y. and Yang, L. and Chuang, T.Y. and Lai, S.H.",
        TITLE = "CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware
Augmentation and Consistency Enforcement",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8356-8367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93113"}

@inproceedings{bb96151,
        AUTHOR = "Weder, S. and Engelmann, F. and Schonberger, J.L. and Seki, A. and Pollefeys, M. and Oswald, M.R.",
        TITLE = "ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic
Reconstruction",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3519-3528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93114"}

@article{bb96152,
        AUTHOR = "Shu, Z.Y. and Sun, X.F. and Pang, C.Y. and Xin, S.Q.",
        TITLE = "3D Shape Segmentation via Attentive Nonuniform Downsampling",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "12184-12196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93115"}

@inproceedings{bb96153,
        AUTHOR = "Han, J.W. and Liu, K.Q. and Li, W. and Chen, G.Z.",
        TITLE = "Subspace Prototype Guidance for Mitigating Class Imbalance in Point
Cloud Semantic Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIX: 255-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93116"}

@inproceedings{bb96154,
        AUTHOR = "Kim, H. and Yoon, S.H. and Kim, M. and Yoon, K.J.",
        TITLE = "On-the-fly Category Discovery for Lidar Semantic Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "L: 231-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93117"}

@inproceedings{bb96155,
        AUTHOR = "Wang, Y.B. and Zhao, W.T. and Cao, C. and Deng, T.C. and Wang, J. and Chen, W.D.",
        TITLE = "SFPNET: Sparse Focal Point Network for Semantic Segmentation on General
Lidar Point Clouds",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "V: 403-421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93118"}

@inproceedings{bb96156,
        AUTHOR = "Liu, Y.Y. and Chen, Y.H. and Wang, H. and Belagiannis, V. and Reid, I.D. and Carneiro, G.",
        TITLE = "Ittakestwo: Leveraging Peer Representations for Semi-supervised Lidar
Semantic Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "I: 81-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93119"}

@inproceedings{bb96157,
        AUTHOR = "Li, J.A. and Dong, Q.",
        TITLE = "Lass3d: Language-assisted Semi-supervised 3d Semantic Segmentation with
Progressive Unreliable Data Exploitation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "III: 252-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93120"}

@inproceedings{bb96158,
        AUTHOR = "Xu, J.H. and Zuo, S. and Wei, C.F. and Zhou, W.",
        TITLE = "LiSD: An Efficient Multi-Task Learning Framework for Lidar
Segmentation and Detection",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3341-3347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93121"}

@inproceedings{bb96159,
        AUTHOR = "Montalvo, J. and Carballeira, P. and Garcia Martin, A.",
        TITLE = "Synthmanticlidar: A Synthetic Dataset for Semantic Segmentation On
Lidar Imaging",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "137-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93122"}

@inproceedings{bb96160,
        AUTHOR = "Royen, R. and Pataridis, K. and van der Tempel, W. and Munteanu, A.",
        TITLE = "RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point
Clouds",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3547-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93123"}

@inproceedings{bb96161,
        AUTHOR = "Wu, X.P. and Hou, Y.N. and Huang, X.S. and Lin, B.B. and He, T. and Zhu, X.G. and Ma, Y.X. and Wu, B.X. and Liu, H.F. and Cai, D. and Ouyang, W.L.",
        TITLE = "TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15311-15320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93124"}

@inproceedings{bb96162,
        AUTHOR = "Peng, B. and Wu, X.Y. and Jiang, L. and Chen, Y.K. and Zhao, H.S. and Tian, Z. and Jia, J.Y.",
        TITLE = "OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "21305-21315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93125"}

@inproceedings{bb96163,
        AUTHOR = "Liu, Y.Q. and Kong, L.D. and Wu, X.Y. and Chen, R. and Li, X. and Pan, L. and Liu, Z.W. and Ma, Y.X.",
        TITLE = "Multi-Space Alignments Towards Universal LiDAR Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14648-14661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93126"}

@inproceedings{bb96164,
        AUTHOR = "Li, S. and Yang, W.M. and Liao, Q.M.",
        TITLE = "PMAFusion: Projection-Based Multi-Modal Alignment for 3D Semantic
Occupancy Prediction",
        BOOKTITLE = LargeVM24,
        YEAR = "2024",
        PAGES = "3627-3634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93127"}

@inproceedings{bb96165,
        AUTHOR = "Wang, H.X. and Vasu, P.K.A. and Faghri, F. and Vemulapalli, R. and Farajtabar, M. and Mehta, S. and Rastegari, M. and Tuzel, O. and Pouransari, H.",
        TITLE = "SAM-CLIP: Merging Vision Foundation Models towards Semantic and
Spatial Understanding",
        BOOKTITLE = LargeVM24,
        YEAR = "2024",
        PAGES = "3635-3647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93128"}

@inproceedings{bb96166,
        AUTHOR = "An, Z.C. and Sun, G. and Liu, Y. and Li, R. and Han, J.L. and Konukoglu, E. and Belongie, S.",
        TITLE = "Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language
Model",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "16997-17007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93129"}

@inproceedings{bb96167,
        AUTHOR = "An, Z.C. and Sun, G. and Liu, Y. and Liu, F. and Wu, Z.W. and Wang, D. and Van Gool, L.J. and Belongie, S.",
        TITLE = "Rethinking Few-shot 3D Point Cloud Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3996-4006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93130"}

@inproceedings{bb96168,
        AUTHOR = "Wang, C.Y. and Jiang, L. and Wu, X.Y. and Tian, Z.T. and Peng, B.H. and Zhao, H.S. and Jia, J.Y.",
        TITLE = "GroupContrast: Semantic-Aware Self-Supervised Representation Learning
for 3D Understanding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "4917-4928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93131"}

@inproceedings{bb96169,
        AUTHOR = "Thomas, H. and Tsai, Y.H.H. and Barfoot, T.D. and Zhang, J.",
        TITLE = "KPConvX: Modernizing Kernel Point Convolution with Kernel Attention",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5525-5535",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93132"}

@inproceedings{bb96170,
        AUTHOR = "Zhu, X.Y. and Zhang, R.R. and He, B. and Guo, Z.Y. and Liu, J.M. and Xiao, H. and Fu, C. and Dong, H. and Gao, P.",
        TITLE = "No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D
Scene Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3838-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93133"}

@inproceedings{bb96171,
        AUTHOR = "Xu, J.F. and Yang, S.Y. and Li, X.Z. and Tang, Y. and Hao, Y.X. and Hu, L. and Chen, M.",
        TITLE = "PDF: A Probability-Driven Framework for Open World 3D Point Cloud
Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5977-5986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93134"}

@inproceedings{bb96172,
        AUTHOR = "Koch, S. and Vaskevicius, N. and Colosi, M. and Hermosilla, P. and Ropinski, T.",
        TITLE = "Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with
Queryable Objects and Open-Set Relationships",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "14183-14193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93135"}

@inproceedings{bb96173,
        AUTHOR = "Puy, G. and Gidaris, S. and Boulch, A. and Simeoni, O. and Sautier, C. and Perez, P. and Bursuc, A. and Marlet, R.",
        TITLE = "Three Pillars Improving Vision Foundation Model Distillation for
Lidar",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "21519-21529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93136"}

@inproceedings{bb96174,
        AUTHOR = "Yuan, Z.M. and Zeng, W. and Su, Y.F. and Liu, W.Q. and Cheng, M. and Guo, Y.L. and Wang, C.",
        TITLE = "Density-guided Translator Boosts Synthetic-to-Real Unsupervised
Domain Adaptive Segmentation of 3D Point Clouds",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23303-23312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93137"}

@inproceedings{bb96175,
        AUTHOR = "Mei, G.F. and Riz, L. and Wang, Y.M. and Poiesi, F.",
        TITLE = "Geometrically-Driven Aggregation for Zero-Shot 3D Point Cloud
Understanding",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27896-27905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93138"}

@inproceedings{bb96176,
        AUTHOR = "Li, G.R.",
        TITLE = "Construct to Associate: Cooperative Context Learning for Domain
Adaptive Point Cloud Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "27917-27926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93139"}

@inproceedings{bb96177,
        AUTHOR = "Kang, X. and Chu, L. and Li, J.H. and Chen, X.J. and Lu, Y.",
        TITLE = "Hierarchical Intra-Modal Correlation Learning for Label-Free 3D
Semantic Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "28244-28253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93140"}

@inproceedings{bb96178,
        AUTHOR = "Li, R. and Li, S.J. and Chen, X.Y.L. and Ma, T. and Gall, J. and Liang, J.W.",
        TITLE = "TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic
Segmentation",
        BOOKTITLE = WAD24,
        YEAR = "2024",
        PAGES = "4547-4556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93141"}

@inproceedings{bb96179,
        AUTHOR = "Melekhov, I. and Umashankar, A. and Kim, H.J. and Serkov, V. and Argyle, D.",
        TITLE = "ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic
Segmentation",
        BOOKTITLE = UrbanModel24,
        YEAR = "2024",
        PAGES = "7627-7637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93142"}

@inproceedings{bb96180,
        AUTHOR = "Kolbeinsson, B. and Mikolajczyk, K.",
        TITLE = "DDOS: The Drone Depth and Obstacle Segmentation Dataset",
        BOOKTITLE = VDU24,
        YEAR = "2024",
        PAGES = "7328-7337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93143"}

@inproceedings{bb96181,
        AUTHOR = "Michele, B. and Boulch, A. and Puy, G. and Vu, T.H. and Marlet, R. and Courty, N.",
        TITLE = "SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation",
        BOOKTITLE = "3DV24",
        YEAR = "2024",
        PAGES = "421-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93144"}

@inproceedings{bb96182,
        AUTHOR = "Qian, G.C. and Hamdi, A. and Zhang, X. and Ghanem, B.",
        TITLE = "Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud
Understanding",
        BOOKTITLE = "3DV24",
        YEAR = "2024",
        PAGES = "1280-1290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93145"}

@inproceedings{bb96183,
        AUTHOR = "Wang, Y.S. and Zhao, N. and Lee, G.H.",
        TITLE = "Enhancing Generalizability of Representation Learning for
Data-Efficient 3D Scene Understanding",
        BOOKTITLE = "3DV24",
        YEAR = "2024",
        PAGES = "158-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93146"}

@inproceedings{bb96184,
        AUTHOR = "Mao, Y.Q. and Guo, Z.H. and Lu, X.N. and Yuan, Z.Q. and Guo, H.W.",
        TITLE = "Bidirectional Feature Globalization for Few-shot Semantic
Segmentation of 3D Point Cloud Scenes",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "505-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93147"}

@inproceedings{bb96185,
        AUTHOR = "Du, S.L. and Ibrahimli, N. and Stoter, J. and Kooij, J. and Nan, L.L.",
        TITLE = "Push-the-Boundary: Boundary-aware Feature Propagation for Semantic
Segmentation of 3D Point Clouds",
        BOOKTITLE = "3DV22",
        YEAR = "2022",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93148"}

@inproceedings{bb96186,
        AUTHOR = "Akwensi, P.H. and Wang, R.S.",
        TITLE = "A Reversible Transformer for LiDAR Point Cloud Semantic Segmentation",
        BOOKTITLE = CRV23,
        YEAR = "2023",
        PAGES = "19-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93149"}

@inproceedings{bb96187,
        AUTHOR = "Guttikonda, S. and Rambach, J.",
        TITLE = "Single Frame Semantic Segmentation Using Multi-Modal Spherical Images",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3210-3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93150"}

@inproceedings{bb96188,
        AUTHOR = "Shvets, M. and Zhao, D.X. and Niethammer, M. and Sengupta, R. and Berg, A.C.",
        TITLE = "Joint Depth Prediction and Semantic Segmentation with Multi-View SAM",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1317-1327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93151"}

@inproceedings{bb96189,
        AUTHOR = "Unal, O. and Dai, D.X. and Hoyer, L. and Can, Y.B. and Van Gool, L.J.",
        TITLE = "2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic
Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "7321-7330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93152"}

@inproceedings{bb96190,
        AUTHOR = "Liu, J.X. and Yu, Z. and Breckon, T.P. and Shum, H.P.H.",
        TITLE = "U3DS3: Unsupervised 3D Semantic Scene Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3747-3756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93153"}

@inproceedings{bb96191,
        AUTHOR = "Tran, A.T. and Le, H.S. and Lee, S.H. and Kwon, K.R.",
        TITLE = "PointCT: Point Central Transformer Network for Weakly-supervised
Point Cloud Semantic Segmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3544-3553",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93154"}

@inproceedings{bb96192,
        AUTHOR = "Rahman, M.A. and Fattah, S.A.",
        TITLE = "Semi-Supervised Semantic Depth Estimation using Symbiotic Transformer
and NearFarMix Augmentation",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "249-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93155"}

@inproceedings{bb96193,
        AUTHOR = "Caros, M. and Just, A. and Segui, S. and Vitria, J.",
        TITLE = "Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on
LiDAR data",
        BOOKTITLE = MVA23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93156"}

@inproceedings{bb96194,
        AUTHOR = "Qian, R. and Ding, S. and Liu, X. and Lin, D.",
        TITLE = "Semantics Meets Temporal Correspondence:
Self-supervised Object-centric Learning in Videos",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16629-16641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93157"}

@inproceedings{bb96195,
        AUTHOR = "Li, M.Y. and Zhang, Y.C. and Ma, X. and Qu, Y.Y. and Fu, Y.",
        TITLE = "BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain
Generalization of 3D Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11598-11608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93158"}

@inproceedings{bb96196,
        AUTHOR = "Abdelreheem, A. and Skorokhodov, I. and Ovsjanikov, M. and Wonka, P.",
        TITLE = "SATR: Zero-Shot Semantic Segmentation of 3D Shapes",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15120-15133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93159"}

@inproceedings{bb96197,
        AUTHOR = "Xiang, P. and Wen, X. and Liu, Y.S. and Zhang, H. and Fang, Y. and Han, Z.Z.",
        TITLE = "Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud
Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17780-17792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93160"}

@inproceedings{bb96198,
        AUTHOR = "Sanchez, J. and Deschaud, J.E. and Goulette, F.",
        TITLE = "Domain generalization of 3D semantic segmentation in autonomous
driving",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18031-18041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93161"}

@inproceedings{bb96199,
        AUTHOR = "Xu, Z.Y. and Yuan, B. and Zhao, S.S. and Zhang, Q.N. and Gao, X.B.",
        TITLE = "Hierarchical Point-Based Active Learning for Semi-Supervised Point
Cloud Semantic Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18052-18062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93162"}

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