| R^3LIVE++: A Robust, Real-time, Radiance reconstruction package with a tightly-coupled LiDAR-Inertial-Visual state Estimator | Sep 8, 2022 | Self-Driving CarsSimultaneous Localization and Mapping | CodeCode Available | 4 |
| CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator | Oct 23, 2024 | Autonomous DrivingSelf-Driving Cars | CodeCode Available | 2 |
| GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features | Jul 17, 2024 | Anomaly DetectionSelf-Driving Cars | CodeCode Available | 2 |
| RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar | May 22, 2024 | Autonomous DrivingPrediction | CodeCode Available | 2 |
| Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making | Nov 18, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes | Sep 19, 2023 | Self-Driving Cars | CodeCode Available | 2 |
| Query-Centric Trajectory Prediction | Jan 1, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction | Jan 1, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion | Mar 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association | Mar 3, 2021 | Car Pose EstimationKeypoint Detection | CodeCode Available | 2 |
| Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution | Jul 31, 2020 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| Leveraging Latent Features for Local Explanations | May 29, 2019 | General ClassificationOpen-Ended Question Answering | CodeCode Available | 2 |
| End to End Learning for Self-Driving Cars | Apr 25, 2016 | Lane DetectionSelf-Driving Cars | CodeCode Available | 2 |
| Fast Algorithms for Convolutional Neural Networks | Sep 30, 2015 | GPUPedestrian Detection | CodeCode Available | 2 |
| COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving | Dec 6, 2024 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Accurate Automatic 3D Annotation of Traffic Lights and Signs for Autonomous Driving | Sep 19, 2024 | Autonomous DrivingSelf-Driving Cars | CodeCode Available | 1 |
| MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos | May 23, 2024 | Motion SegmentationObject | CodeCode Available | 1 |
| DiffSF: Diffusion Models for Scene Flow Estimation | Mar 8, 2024 | DenoisingScene Flow Estimation | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Deep Perspective Transformation Based Vehicle Localization on Bird's Eye View | Nov 12, 2023 | Self-Driving Cars | CodeCode Available | 1 |
| Dialogue-based generation of self-driving simulation scenarios using Large Language Models | Oct 26, 2023 | multimodal interactionSelf-Driving Cars | CodeCode Available | 1 |
| Maximum diffusion reinforcement learning | Sep 26, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation | Sep 19, 2023 | DecoderGPU | CodeCode Available | 1 |
| NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation | Aug 5, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| LiDAR View Synthesis for Robust Vehicle Navigation Without Expert Labels | Aug 2, 2023 | Data AugmentationSelf-Driving Cars | CodeCode Available | 1 |