| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather | Jun 3, 2025 | LIDAR Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| NUC-Net: Non-uniform Cylindrical Partition Network for Efficient LiDAR Semantic Segmentation | May 30, 2025 | Autonomous DrivingGPU | CodeCode Available | 0 |
| No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather | Mar 20, 2025 | Domain GeneralizationLIDAR Semantic Segmentation | —Unverified | 0 |
| Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters | Mar 5, 2025 | LIDAR Semantic SegmentationPoint Cloud Segmentation | —Unverified | 0 |
| FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation | Feb 13, 2025 | Autonomous DrivingLIDAR Semantic Segmentation | —Unverified | 0 |
| SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR Imaging | Jan 31, 2025 | Autonomous DrivingLIDAR 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 |
| Hierarchical Context Alignment with Disentangled Geometric and Temporal Modeling for Semantic Occupancy Prediction | Dec 11, 2024 | 3D Semantic Occupancy PredictionLIDAR Semantic Segmentation | —Unverified | 0 |
| Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation | Nov 18, 2024 | Autonomous DrivingLIDAR Semantic Segmentation | —Unverified | 0 |
