| DifFUSER: Diffusion Model for Robust Multi-Sensor Fusion in 3D Object Detection and BEV Segmentation | Apr 6, 2024 | 3D Object DetectionBEV Segmentation | —Unverified | 0 |
| MapSeg: Segmentation guided structured model for online HD map construction | Jun 13, 2023 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning | Apr 9, 2024 | BEV SegmentationScene Understanding | —Unverified | 0 |
| MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation | Aug 17, 2024 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line of Sight | Jul 11, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction | Jan 25, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation | Jul 18, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation | Mar 19, 2024 | BEV SegmentationDomain Adaptation | —Unverified | 0 |
| BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout | Aug 3, 2023 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| RESAR-BEV: An Explainable Progressive Residual Autoregressive Approach for Camera-Radar Fusion in BEV Segmentation | May 10, 2025 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation | Oct 13, 2022 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving | Apr 17, 2025 | 3D Object Detection3D Object Tracking | —Unverified | 0 |
| X-Align++: cross-modal cross-view alignment for Bird's-eye-view segmentation | Jun 6, 2023 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| Improving Bird's Eye View Semantic Segmentation by Task Decomposition | Apr 2, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 |
| PointBeV: A Sparse Approach to BeV Predictions | Dec 1, 2023 | BEV SegmentationBird's-Eye View Semantic Segmentation | CodeCode Available | 0 |
| 4D-ROLLS: 4D Radar Occupancy Learning via LiDAR Supervision | May 20, 2025 | Autonomous VehiclesBEV Segmentation | CodeCode Available | 0 |
| BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous Driving | Aug 29, 2024 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 |
| NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models | Jul 5, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 0 |
| PointBeV: A Sparse Approach for BeV Predictions | Jan 1, 2024 | BEV Segmentation | CodeCode Available | 0 |
