| SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation | Feb 27, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 |
| 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 |
| SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset | Feb 4, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 |
| Learning Ego 3D Representation as Ray Tracing | Jun 8, 2022 | 3D Object DetectionBEV Segmentation | CodeCode Available | 1 |
| GaussianBeV: 3D Gaussian Representation meets Perception Models for BeV Segmentation | Jul 19, 2024 | BEV SegmentationScene Understanding | —Unverified | 0 |
| Focus on BEV: Self-calibrated Cycle View Transformation for Monocular Birds-Eye-View Segmentation | Oct 21, 2024 | BEV Segmentation | —Unverified | 0 |
| BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout | Aug 3, 2023 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes | May 23, 2024 | 3D GenerationAutonomous Driving | —Unverified | 0 |
| Divide and Conquer: Improving Multi-Camera 3D Perception with 2D Semantic-Depth Priors and Input-Dependent Queries | Aug 13, 2024 | 3D Object DetectionBEV Segmentation | —Unverified | 0 |
