| UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather | Apr 8, 2024 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| (AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network | Feb 8, 2021 | 3D Semantic SegmentationDecoder | —Unverified | 0 |
| AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation | Dec 9, 2020 | Autonomous VehiclesLIDAR Semantic Segmentation | —Unverified | 0 |
| Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation | Oct 31, 2023 | Active LearningDomain Adaptation | —Unverified | 0 |
| A Point-Based Approach to Efficient LiDAR Multi-Task Perception | Apr 19, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| A Preprocessing and Postprocessing Voxel-based Method for LiDAR Semantic Segmentation Improvement in Long Distance | May 16, 2024 | LIDAR Semantic SegmentationScene Understanding | —Unverified | 0 |
| Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving? | Oct 10, 2024 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model | Jul 17, 2024 | 3D Instance Segmentation3D Reconstruction | —Unverified | 0 |
| Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation | Nov 18, 2024 | Autonomous DrivingLIDAR Semantic Segmentation | —Unverified | 0 |
| Comparison of lidar semantic segmentation performance on the structured SemanticKITTI and off-road RELLIS-3D datasets | Aug 20, 2024 | 3D Semantic SegmentationAutonomous Vehicles | —Unverified | 0 |
| ConvPoint: Continuous Convolutions for Point Cloud Processing | Apr 4, 2019 | 3D Part Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks | Nov 28, 2017 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 0 |
| 4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic Segmentation | Jan 6, 2025 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 0 |
| Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation | Jun 5, 2022 | 3D Semantic SegmentationKnowledge Distillation | CodeCode Available | 0 |
| SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR Imaging | Jan 31, 2025 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 0 |
| BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation | Oct 12, 2023 | Active LearningLIDAR Semantic Segmentation | CodeCode Available | 0 |
| OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation | Mar 21, 2024 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 0 |
| NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic Segmentation | May 30, 2025 | Autonomous DrivingGPU | CodeCode Available | 0 |
| PolarStream: Streaming Lidar Object Detection and Segmentation with Polar Pillars | Jun 14, 2021 | LIDAR Semantic Segmentationobject-detection | CodeCode Available | 0 |
| TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation | Aug 28, 2024 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 0 |
| Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains | Dec 19, 2023 | Domain GeneralizationLIDAR Semantic Segmentation | CodeCode Available | 0 |
| SPOT: Scalable 3D Pre-training via Occupancy Prediction for Learning Transferable 3D Representations | Sep 19, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation | Oct 9, 2024 | LIDAR Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| HuBo-VLM: Unified Vision-Language Model designed for HUman roBOt interaction tasks | Aug 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation | Aug 21, 2024 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 0 |
| ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation | Nov 30, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 0 |
| Efficient LiDAR Point Cloud Oversegmentation Network | Jan 1, 2023 | LIDAR Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCo | Oct 26, 2024 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 0 |
| Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training | Aug 18, 2023 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 0 |
