| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 | 5 |
| Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving | Mar 2, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 | 5 |
| Learning Ego 3D Representation as Ray Tracing | Jun 8, 2022 | 3D Object DetectionBEV Segmentation | CodeCode Available | 1 | 5 |
| SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation | Feb 27, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 | 5 |
| SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset | Feb 4, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| 4D-ROLLS: 4D Radar Occupancy Learning via LiDAR Supervision | May 20, 2025 | Autonomous VehiclesBEV Segmentation | CodeCode Available | 0 | 5 |
| PointBeV: A Sparse Approach to BeV Predictions | Dec 1, 2023 | BEV SegmentationBird's-Eye View Semantic Segmentation | CodeCode Available | 0 | 5 |
| Improving Bird's Eye View Semantic Segmentation by Task Decomposition | Apr 2, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
| BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous Driving | Aug 29, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
| NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models | Jul 5, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 | 5 |
