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        TITLE = "SoftGroup for 3D Instance Segmentation on Point Clouds",
        BOOKTITLE = CVPR22,
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        TITLE = "Data-efficient 3D instance segmentation by transferring knowledge
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        JOURNAL = PRL,
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        AUTHOR = "Ziabari, A. and Rose, D.C. and Shirinifard, A. and Solecki, D.",
        TITLE = "YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy",
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        AUTHOR = "Zhang, H. and Wang, C.S. and Yu, L. and Tian, S.W. and Ning, X. and Rodrigues, J.",
        TITLE = "PointGT: A Method for Point-Cloud Classification and Segmentation
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93465"}

@article{bb96504,
        AUTHOR = "Fang, Z. and Zhuang, C. and Lu, Z. and Wang, Y.Q. and Liu, L. and Xiao, J.",
        TITLE = "BGPSeg: Boundary-Guided Primitive Instance Segmentation of Point
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        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "1454-1468",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93466"}

@article{bb96505,
        AUTHOR = "Yao, L. and Wang, Y. and Liu, M. and Chau, L.P.",
        TITLE = "SGIFormer: Semantic-Guided and Geometric-Enhanced Interleaving
Transformer for 3D Instance Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2276-2288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93467"}

@article{bb96506,
        AUTHOR = "Du, X.M. and Wu, X.H.",
        TITLE = "Instance Segmentation of LiDAR Point Clouds with Local Perception and
Channel Similarity",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "18",
        PAGES = "3239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93468"}

@article{bb96507,
        AUTHOR = "Zhang, S.H. and Yang, H.N. and Zhang, J.W. and Wang, X.Y.",
        TITLE = "DBNet: A depth-guided and boundary-aware network for amodal instance
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        JOURNAL = IVC,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "105688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93469"}

@article{bb96508,
        AUTHOR = "Yi, T.H. and Wang, S. and Zhang, Z.T. and Wang, C.W. and Yan, D.M. and Xu, R.T. and Chen, E.",
        TITLE = "OV-BIS: Open-Vocabulary Boundary Guide Zero-Shot 3D Instance
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        YEAR = "2025",
        PAGES = "7701-7713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93470"}

@article{bb96509,
        AUTHOR = "Feng, Y.L. and Qin, Y. and Peng, D.Z. and Zhu, H.Y. and Peng, X. and Hu, P.",
        TITLE = "PointCloud-Text Matching: Benchmark Dataset and Baseline",
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        YEAR = "2025",
        PAGES = "6986-6995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93471"}

@article{bb96510,
        AUTHOR = "Zhou, R.J. and Hu, Q.S. and Wang, M.L.",
        TITLE = "Harnessing Depth Gradients: A New Framework for Precise RGB-D
Instance Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4429-4433",
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@article{bb96511,
        AUTHOR = "Sun, Y.F. and Dai, C.G. and Li, W.K. and Zhang, Y.S. and Ji, S. and Yu, A.Z. and Chen, Y.P. and Wang, H.Y.",
        TITLE = "Supervised Contrastive Learning for Indoor Point Cloud
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        YEAR = "2025",
        PAGES = "9189-9201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93473"}

@article{bb96512,
        AUTHOR = "Ma, Y.W. and Ji, J.Y. and Qian, Z.P. and Sun, X.S. and Ji, R.R.",
        TITLE = "CoP: Chain of Perception for Referring 3D Instance Segmentation",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93474"}

@inproceedings{bb96513,
        AUTHOR = "Liu, C. and Hou, Y.L. and Chen, B.C.",
        TITLE = "Multi-View Amodal Instance Segmentation Based on 3d Representation",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "2582-2587",
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@inproceedings{bb96514,
        AUTHOR = "Xu, M. and Yin, X.Y.L. and Qiu, L. and Liu, Y. and Tong, X. and Han, X.G.",
        TITLE = "SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance
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        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1222-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93476"}

@inproceedings{bb96515,
        AUTHOR = "Xue, Y.H. and Chen, N. and Liu, J. and Sun, W.",
        TITLE = "ZeroPS: High-Quality Cross-Modal Knowledge Transfer for Zero-Shot 3D
Part Segmentation",
        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1328-1339",
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@inproceedings{bb96516,
        AUTHOR = "Mei, G.F. and Riz, L. and Wang, Y.M. and Poiesi, F.",
        TITLE = "Vocabulary-Free 3D Instance Segmentation with Vision-Language
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        BOOKTITLE = "3DV25",
        YEAR = "2025",
        PAGES = "1197-1210",
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@inproceedings{bb96517,
        AUTHOR = "Piekenbrinck, J. and Schmidt, C. and Hermans, A. and Vaskevicius, N. and Linder, T. and Leibe, B.",
        TITLE = "OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian
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        BOOKTITLE = OpenSUN3D25,
        YEAR = "2025",
        PAGES = "5246-5255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe443in3d4.html#TT93479"}

@inproceedings{bb96518,
        AUTHOR = "Lu, J.H. and Deng, J.C.",
        TITLE = "Relation3D: Enhancing Relation Modeling for Point Cloud Instance
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8889-8899",
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@inproceedings{bb96519,
        AUTHOR = "Deng, Q. and Hui, L. and Xie, J. and Yang, J.",
        TITLE = "Sketchy Bounding-Box Supervision for 3D Instance Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "8879-8888",
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@inproceedings{bb96520,
        AUTHOR = "Roh, W. and Jung, H. and Nam, G. and Lee, D.I. and Park, H. and Yoon, S.H. and Joo, J. and Kim, S.",
        TITLE = "Insightful Instance Features for 3D Instance Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14057-14067",
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@inproceedings{bb96521,
        AUTHOR = "Li, H.J. and Wu, Y.M. and Meng, J.R. and Gao, Q. and Zhang, Z.Y. and Wang, R.G. and Zhang, J.",
        TITLE = "InstanceGaussian: Appearance-Semantic Joint Gaussian Representation
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@inproceedings{bb96522,
        AUTHOR = "Lee, J. and Park, C. and Choe, J. and Wang, Y.C.A.F. and Kautz, J. and Cho, M. and Choy, C.",
        TITLE = "Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D
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@inproceedings{bb96523,
        AUTHOR = "Yu, H. and Li, W. and Wang, S. and Chen, J. and Zhu, J.",
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@inproceedings{bb96524,
        AUTHOR = "Zhao, J. and Zhuo, J. and Chen, J.S. and Ma, H.M.",
        TITLE = "SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D
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        PAGES = "19325-19334",
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@inproceedings{bb96525,
        AUTHOR = "Chacko, R. and Hani, N. and Khaliullin, E. and Sun, L. and Lee, D.",
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@inproceedings{bb96526,
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@inproceedings{bb96527,
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        PAGES = "XVIII: 1-18",
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@inproceedings{bb96529,
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@inproceedings{bb96553,
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@inproceedings{bb96555,
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@inproceedings{bb96556,
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@inproceedings{bb96557,
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        TITLE = "PointInst3D: Segmenting 3D Instances by Points",
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@inproceedings{bb96558,
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Bounding Boxes",
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        PAGES = "XXXI:681-699",
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@inproceedings{bb96559,
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        TITLE = "TWIST: Two-Way Inter-label Self-Training for Semi-supervised 3D
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@inproceedings{bb96560,
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Awareness and Instance Discrimination",
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@inproceedings{bb96561,
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@inproceedings{bb96562,
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@inproceedings{bb96563,
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@inproceedings{bb96564,
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        TITLE = "3d Particle Picking in Cryo-Electron Tomograms Using Instance
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        BOOKTITLE = ICIP22,
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@inproceedings{bb96565,
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        TITLE = "SIDE: Center-based Stereo 3D Detector with Structure-aware Instance
Depth Estimation",
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@inproceedings{bb96566,
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        TITLE = "3D Point Cloud Instance Segmentation of Lettuce Based on PartNet",
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@inproceedings{bb96567,
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@inproceedings{bb96568,
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@inproceedings{bb96569,
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@inproceedings{bb96570,
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@inproceedings{bb96571,
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@inproceedings{bb96572,
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@inproceedings{bb96573,
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@inproceedings{bb96574,
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@inproceedings{bb96575,
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@inproceedings{bb96576,
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@inproceedings{bb96577,
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@inproceedings{bb96578,
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@inproceedings{bb96579,
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