{"total":14,"rows":[{"id":"2107.05399","title":"Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation","created":"2021-07-12","cited_by_count":76,"area":null},{"id":"2208.00223","title":"PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds","created":"2022-07-30","cited_by_count":74,"area":null},{"id":"2202.13589","title":"Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey","created":"2022-02-28","cited_by_count":54,"area":null},{"id":"2304.00690","title":"3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds","created":"2023-04-03","cited_by_count":46,"area":null},{"id":"2308.12113","title":"Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey","created":"2023-08-23","cited_by_count":24,"area":null},{"id":"2305.19812","title":"A Survey of Label-Efficient Deep Learning for 3D Point Clouds","created":"2023-05-31","cited_by_count":20,"area":null},{"id":"2202.10047","title":"PCSCNet: Fast 3D Semantic Segmentation of LiDAR Point Cloud for Autonomous Car using Point Convolution and Sparse Convolution Network","created":"2022-02-21","cited_by_count":14,"area":null},{"id":"2405.11903","title":"A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation","created":"2024-05-20","cited_by_count":14,"area":null},{"id":"2408.09085","title":"Segment Anything with Multiple Modalities","created":"2024-08-17","cited_by_count":12,"area":null},{"id":"2411.02104","title":"Deep Learning on 3D Semantic Segmentation: A Detailed Review","created":"2024-11-04","cited_by_count":6,"area":null},{"id":"2301.11145","title":"Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation","created":"2023-01-26","cited_by_count":5,"area":null},{"id":"2502.09274","title":"FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation","created":"2025-02-13","cited_by_count":3,"area":null},{"id":"2603.01074","title":"Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation","created":"2026-03-01","cited_by_count":0,"area":null},{"id":"2609.09082","title":"GoDeep: Annotation-Free Open-Vocabulary 3D Scene Understanding via Language-Space Lifting","created":"2026-09-08","cited_by_count":0,"area":null}],"next_cursor":null}