{"total":89,"rows":[{"id":"2204.07761","title":"Language-Grounded Indoor 3D Semantic Segmentation in the Wild","created":"2022-04-16","cited_by_count":246,"area":null},{"id":"2110.02210","title":"Mix3D: Out-of-Context Data Augmentation for 3D Scenes","created":"2021-10-05","cited_by_count":126,"area":null},{"id":"2212.01558","title":"PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models","created":"2022-12-03","cited_by_count":118,"area":null},{"id":"2104.04891","title":"SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds","created":"2021-04-11","cited_by_count":64,"area":null},{"id":"2210.08064","title":"LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds","created":"2022-10-14","cited_by_count":41,"area":null},{"id":"2305.16404","title":"GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds","created":"2023-05-25","cited_by_count":34,"area":null},{"id":"2303.14541","title":"UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes","created":"2023-03-25","cited_by_count":31,"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":"2406.08479","title":"Real3D: Scaling Up Large Reconstruction Models with Real-World Images","created":"2024-06-12","cited_by_count":24,"area":null},{"id":"2204.07183","title":"Interactive Object Segmentation in 3D Point Clouds","created":"2022-04-14","cited_by_count":23,"area":null},{"id":"2308.11166","title":"Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation","created":"2023-08-22","cited_by_count":21,"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":"2401.05906","title":"PartSTAD: 2D-to-3D Part Segmentation Task Adaptation","created":"2024-01-11","cited_by_count":18,"area":null},{"id":"2202.12588","title":"Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning","created":"2022-02-25","cited_by_count":16,"area":null},{"id":"2211.05997","title":"LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation","created":"2022-11-11","cited_by_count":16,"area":null},{"id":"2310.12817","title":"2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision","created":"2023-10-19","cited_by_count":16,"area":null},{"id":"2207.09084","title":"Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation","created":"2022-07-19","cited_by_count":15,"area":null},{"id":"2209.07774","title":"Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning","created":"2022-09-16","cited_by_count":15,"area":null},{"id":"2210.01784","title":"COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation","created":"2022-10-04","cited_by_count":15,"area":null},{"id":"2304.08965","title":"PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering","created":"2023-04-18","cited_by_count":15,"area":null},{"id":"2204.01599","title":"DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation","created":"2022-04-04","cited_by_count":13,"area":null},{"id":"2205.03137","title":"Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning","created":"2022-05-06","cited_by_count":13,"area":null},{"id":"2210.05534","title":"Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation","created":"2022-10-11","cited_by_count":13,"area":null},{"id":"2305.15832","title":"All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation","created":"2023-05-25","cited_by_count":13,"area":null},{"id":"2412.15058","title":"MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance","created":"2024-12-19","cited_by_count":13,"area":null},{"id":"2307.10316","title":"CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation","created":"2023-07-19","cited_by_count":12,"area":null},{"id":"2309.06197","title":"360$^\\circ$ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation","created":"2023-09-12","cited_by_count":12,"area":null},{"id":"2201.02963","title":"Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision","created":"2022-01-09","cited_by_count":11,"area":null},{"id":"2310.20293","title":"Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation","created":"2023-10-31","cited_by_count":11,"area":null},{"id":"2203.08479","title":"Data Efficient 3D Learner via Knowledge Transferred from 2D Model","created":"2022-03-16","cited_by_count":10,"area":null},{"id":"2209.11523","title":"WS-3D-Lane: Weakly Supervised 3D Lane Detection With 2D Lane Labels","created":"2022-09-23","cited_by_count":9,"area":null},{"id":"2210.01558","title":"GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation","created":"2022-10-02","cited_by_count":9,"area":null},{"id":"2309.00828","title":"When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation with Weak-and-Noisy Supervision","created":"2023-09-02","cited_by_count":9,"area":null},{"id":"2310.08035","title":"BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation","created":"2023-10-12","cited_by_count":8,"area":null},{"id":"2109.08553","title":"Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck","created":"2021-09-17","cited_by_count":7,"area":null},{"id":"2202.10705","title":"PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds","created":"2022-02-22","cited_by_count":7,"area":null},{"id":"2203.15361","title":"Self-Supervised Image Representation Learning with Geometric Set Consistency","created":"2022-03-29","cited_by_count":7,"area":null},{"id":"2307.09732","title":"ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations","created":"2023-07-19","cited_by_count":7,"area":null},{"id":"2311.01989","title":"Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation","created":"2023-11-03","cited_by_count":7,"area":null},{"id":"2107.02980","title":"VIN: Voxel-based Implicit Network for Joint 3D Object Detection and Segmentation for Lidars","created":"2021-07-07","cited_by_count":6,"area":null},{"id":"2210.09739","title":"Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation","created":"2022-10-18","cited_by_count":6,"area":null},{"id":"2304.11762","title":"You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation","created":"2023-04-23","cited_by_count":6,"area":null},{"id":"2305.06973","title":"FreePoint: Unsupervised Point Cloud Instance Segmentation","created":"2023-05-11","cited_by_count":6,"area":null},{"id":"2401.06975","title":"Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization","created":"2024-01-13","cited_by_count":6,"area":null},{"id":"2209.07069","title":"Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation","created":"2022-09-15","cited_by_count":5,"area":null},{"id":"2211.12657","title":"One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning","created":"2022-11-23","cited_by_count":5,"area":null},{"id":"2303.05164","title":"Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation","created":"2023-03-09","cited_by_count":5,"area":null},{"id":"2409.01691","title":"When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels","created":"2024-09-03","cited_by_count":5,"area":null},{"id":"2106.12026","title":"The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate Inference","created":"2021-06-22","cited_by_count":4,"area":null},{"id":"2107.11267","title":"Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds","created":"2021-07-23","cited_by_count":4,"area":null},{"id":"2208.05110","title":"Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision","created":"2022-08-10","cited_by_count":4,"area":null},{"id":"2306.01257","title":"Collect-and-Distribute Transformer for 3D Point Cloud Analysis","created":"2023-06-02","cited_by_count":4,"area":null},{"id":"2503.18384","title":"LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives","created":"2025-03-24","cited_by_count":4,"area":null},{"id":"2505.16399","title":"Sketchy Bounding-box Supervision for 3D Instance Segmentation","created":"2025-05-22","cited_by_count":4,"area":null},{"id":"2505.22444","title":"On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation","created":"2025-05-28","cited_by_count":4,"area":null},{"id":"2210.16810","title":"SL3D: Self-supervised-Self-labeled 3D Recognition","created":"2022-10-30","cited_by_count":3,"area":null},{"id":"2303.12992","title":"A Survey of Historical Learning: Learning Models with Learning History","created":"2023-03-23","cited_by_count":3,"area":null},{"id":"2308.01721","title":"Weakly Supervised 3D Instance Segmentation without Instance-level Annotations","created":"2023-08-03","cited_by_count":3,"area":null},{"id":"2310.07743","title":"PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation","created":"2023-10-11","cited_by_count":3,"area":null},{"id":"2402.17891","title":"Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation","created":"2024-02-27","cited_by_count":3,"area":null},{"id":"2404.12861","title":"Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation","created":"2024-04-19","cited_by_count":2,"area":null},{"id":"2406.16776","title":"Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation","created":"2024-06-24","cited_by_count":2,"area":null},{"id":"2410.08091","title":"Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation","created":"2024-10-10","cited_by_count":2,"area":null},{"id":"2512.00385","title":"EZ-SP: Fast and Lightweight Superpoint-Based 3D Segmentation","created":"2025-11-29","cited_by_count":2,"area":null},{"id":"2608.05482","title":"CDSeg: A Renderable Gaussian Carrier for Image-to-3D Label Transfer","created":"2026-08-06","cited_by_count":2,"area":null},{"id":"2206.03480","title":"SHRED: 3D Shape Region Decomposition with Learned Local Operations","created":"2022-06-07","cited_by_count":1,"area":null},{"id":"2309.10649","title":"Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation","created":"2023-09-19","cited_by_count":1,"area":null},{"id":"2312.00663","title":"Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language Alignment","created":"2023-12-01","cited_by_count":1,"area":"mllm"},{"id":"2312.16578","title":"Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation","created":"2023-12-27","cited_by_count":1,"area":null},{"id":"2408.16520","title":"Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment","created":"2024-08-29","cited_by_count":1,"area":null},{"id":"2502.19698","title":"You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2505.17783","title":"Generative Data Augmentation for Object Point Cloud Segmentation","created":"2025-05-23","cited_by_count":1,"area":"diffusion"},{"id":"2506.23227","title":"High-quality Pseudo-labeling for Point Cloud Segmentation with Scene-level Annotation","created":"2025-06-29","cited_by_count":1,"area":null},{"id":"2510.05752","title":"ALISE: Annotation-Free LiDAR Instance Segmentation for Autonomous Driving","created":"2025-10-07","cited_by_count":1,"area":null},{"id":"2108.06608","title":"Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles","created":"2021-08-14","cited_by_count":0,"area":null},{"id":"2206.01203","title":"Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes","created":"2022-06-02","cited_by_count":0,"area":null},{"id":"2210.17411","title":"Offset-Guided Attention Network for Room-Level Aware Floor Plan Segmentation","created":"2022-10-22","cited_by_count":0,"area":null},{"id":"2211.07082","title":"Learning Latent Part-Whole Hierarchies for Point Clouds","created":"2022-11-14","cited_by_count":0,"area":null},{"id":"2303.14727","title":"You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding","created":"2023-03-26","cited_by_count":0,"area":null},{"id":"2309.00028","title":"Vision-Based Cranberry Crop Ripening Assessment","created":"2023-08-31","cited_by_count":0,"area":null},{"id":"2312.01262","title":"A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors","created":"2023-12-03","cited_by_count":0,"area":null},{"id":"2312.02208","title":"A Data-efficient Framework for Robotics Large-scale LiDAR Scene Parsing","created":"2023-12-03","cited_by_count":0,"area":null},{"id":"2312.06799","title":"Weakly Supervised Point Cloud Segmentation via Conservative Propagation of Scene-level Labels","created":"2023-12-11","cited_by_count":0,"area":null},{"id":"2407.15797","title":"MILAN: Milli-Annotations for Lidar Semantic Segmentation","created":"2024-07-22","cited_by_count":0,"area":null},{"id":"2505.18924","title":"LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point Cloud Active Learning","created":"2025-05-25","cited_by_count":0,"area":null},{"id":"2508.19909","title":"Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation","created":"2025-08-27","cited_by_count":0,"area":null},{"id":"2511.10003","title":"DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation","created":"2025-11-13","cited_by_count":0,"area":null},{"id":"2605.08293","title":"Distill, Diffuse, Segment: Unsupervised 3D Semantic Segmentation for Autonomous Driving Based on Multi-Level Distillation and Graph Diffusion","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2606.10136","title":"iSAGE: A Human-in-the-Loop Framework for Remote Sensing Semantic Segmentation via Sparse Point Supervision","created":"2026-06-08","cited_by_count":0,"area":null}],"next_cursor":null}