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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#TT93262"}
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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#TT93263"}
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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#TT93264"}
@article{bb96303,
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#TT93265"}
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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#TT93266"}
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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#TT93267"}
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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#TT93268"}
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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#TT93269"}
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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#TT93270"}
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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
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JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113110",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93271"}
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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#TT93272"}
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AUTHOR = "Zhang, Z. and Dai, W.S. and Wang, B. and Li, B. and Yang, B.",
TITLE = "GrowSP++: Growing Superpoints and Primitives for Unsupervised 3D
Semantic Segmentation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5016-5031",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93273"}
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AUTHOR = "Li, B. and Jin, X. and Deng, J.J. and Sun, Y.S. and Wang, X.F. and Zeng, W.J.",
TITLE = "Hierarchical Context Alignment With Disentangled Geometric and
Temporal Modeling for Semantic Occupancy Prediction",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5388-5404",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93274"}
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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#TT93275"}
@inproceedings{bb96314,
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#TT93276"}
@inproceedings{bb96315,
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#TT93277"}
@inproceedings{bb96316,
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#TT93278"}
@inproceedings{bb96317,
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#TT93279"}
@inproceedings{bb96318,
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#TT93280"}
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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#TT93281"}
@inproceedings{bb96320,
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",
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TITLE = "ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic
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BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3519-3528",
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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#TT93284"}
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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#TT93285"}
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PAGES = "L: 231-249",
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PAGES = "V: 403-421",
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AUTHOR = "Xu, J.H. and Zuo, S. and Wei, C.F. and Zhou, W.",
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BOOKTITLE = ICIP24,
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PAGES = "3341-3347",
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AUTHOR = "Montalvo, J. and Carballeira, P. and Garcia Martin, A.",
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BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "137-143",
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Clouds",
BOOKTITLE = ICIP24,
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PAGES = "3547-3553",
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AUTHOR = "Li, S. and Yang, W.M. and Liao, Q.M.",
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Spatial Understanding",
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PAGES = "3635-3647",
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TITLE = "Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language
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PAGES = "16997-17007",
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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.",
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Domain Adaptive Segmentation of 3D Point Clouds",
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PAGES = "23303-23312",
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@inproceedings{bb96342,
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",
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Semantic Segmentation",
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@inproceedings{bb96346,
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TITLE = "ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic
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PAGES = "1280-1290",
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TITLE = "Enhancing Generalizability of Representation Learning for
Data-Efficient 3D Scene Understanding",
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TITLE = "Bidirectional Feature Globalization for Few-shot Semantic
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BOOKTITLE = "3DV22",
YEAR = "2022",
PAGES = "505-514",
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@inproceedings{bb96352,
AUTHOR = "Akwensi, P.H. and Wang, R.S.",
TITLE = "A Reversible Transformer for LiDAR Point Cloud Semantic Segmentation",
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YEAR = "2023",
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@inproceedings{bb96353,
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TITLE = "Single Frame Semantic Segmentation Using Multi-Modal Spherical Images",
BOOKTITLE = WACV24,
YEAR = "2024",
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TITLE = "Joint Depth Prediction and Semantic Segmentation with Multi-View SAM",
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@inproceedings{bb96355,
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",
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@inproceedings{bb96356,
AUTHOR = "Abdelreheem, A. and Skorokhodov, I. and Ovsjanikov, M. and Wonka, P.",
TITLE = "SATR: Zero-Shot Semantic Segmentation of 3D Shapes",
BOOKTITLE = ICCV23,
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TITLE = "Reliable Spatial-temporal Voxels For Multi-modal Test-time Adaptation",
BOOKTITLE = ECCV24,
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@inproceedings{bb96363,
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@inproceedings{bb96364,
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AUTHOR = "Li, E. and Casas, S. and Urtasun, R.",
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BOOKTITLE = ICCV23,
YEAR = "2023",
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Semantic Segmentation",
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AUTHOR = "Royen, R. and Munteanu, A.",
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AUTHOR = "Shamsafar, F. and Jaiswal, S.I. and Kelkel, B. and Bodduna, K. and Illgner Fehns, K.",
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An Industrial Use Case",
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AUTHOR = "Wang, S. and Li, W.T. and Liu, W.Y. and Liu, X.L. and Zhu, J.K.",
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Online Camera Distillation",
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AUTHOR = "Li, J.Y. and Luo, C.X. and Yang, X.D.",
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LiDAR Point Clouds",
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AUTHOR = "Yang, Y.W. and Hayat, M. and Jin, Z. and Zhu, H.Y. and Lei, Y.J.",
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Semantic Segmentation",
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AUTHOR = "Zhang, Z.H. and Yang, B. and Wang, B. and Li, B.",
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AUTHOR = "Kim, H. and Kang, Y. and Oh, C.G. and Yoon, K.J.",
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AUTHOR = "Li, J.A. and Dong, Q.",
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Prototype Framework",
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AUTHOR = "Ding, D.Z. and Jiang, E. and Huang, Y.M. and Zhang, M. and Li, W.X. and Yang, M.",
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Modeling",
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TITLE = "FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D
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AUTHOR = "Jameela, M. and Sohn, G. and Yoo, S.",
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Semantic Segmentation",
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Segmentation with Lidar Point Clouds",
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AUTHOR = "Lee, M.S. and Yang, S.W. and Han, S.W.",
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Supervised Point Cloud Semantic Segmentation",
BOOKTITLE = WACV23,
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AUTHOR = "Yi, L. and Gong, B.Q. and Funkhouser, T.",
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Segmentation of LiDAR Point Clouds",
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AUTHOR = "Zhao, Y.H. and Wang, J. and Li, X.L. and Hu, Y. and Zhang, C. and Wang, Y.F. and Chen, S.H.",
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AUTHOR = "Ding, R. and Yang, J. and Jiang, L. and Qi, X.J.",
TITLE = "DODA: Data-Oriented Sim-to-Real Domain Adaptation for 3D Semantic
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AUTHOR = "Li, J. and Dai, H. and Ding, Y.",
TITLE = "Self-Distillation for Robust LiDAR Semantic Segmentation in Autonomous
Driving",
BOOKTITLE = ECCV22,
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AUTHOR = "Ergul, M. and Alatan, A.",
TITLE = "Depth is all you Need: Single-Stage Weakly Supervised Semantic
Segmentation From Image-Level Supervision",
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@inproceedings{bb96397,
AUTHOR = "Thyagharajan, A. and Ummenhofer, B. and Laddha, P. and Omer, O.J. and Subramoney, S.",
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Segmentation",
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AUTHOR = "Shin, I. and Tsai, Y.H. and Zhuang, B.B. and Schulter, S. and Liu, B. and Garg, S. and Kweon, I.S. and Yoon, K.J.",
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@inproceedings{bb96399,
AUTHOR = "Yen, Y.T. and Lu, C.N. and Chiu, W.C. and Tsai, Y.H.",
TITLE = "3D-PL: Domain Adaptive Depth Estimation with 3D-Aware Pseudo-Labeling",
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YEAR = "2022",
PAGES = "XXVII:710-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/describe443sem3d3.html#TT93361"}
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