| CMRNet++: Map and Camera Agnostic Monocular Visual Localization in LiDAR Maps | Apr 20, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs | Oct 19, 2022 | Autonomous DrivingDepth Completion | CodeCode Available | 1 |
| Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks | Jan 31, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving | Dec 6, 2024 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents | Oct 22, 2022 | Autonomous DrivingDialogue Act Classification | CodeCode Available | 1 |
| Group-wise Correlation Stereo Network | Mar 10, 2019 | Autonomous DrivingStereo Matching | CodeCode Available | 1 |
| A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook | Jan 2, 2024 | Autonomous Driving | CodeCode Available | 1 |
| DRAMA-X: A Fine-grained Intent Prediction and Risk Reasoning Benchmark For Driving | Jun 21, 2025 | Autonomous DrivingDescriptive | CodeCode Available | 1 |
| Guiding Deep Learning System Testing using Surprise Adequacy | Aug 25, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| COOPERNAUT: End-to-End Driving with Cooperative Perception for Networked Vehicles | May 4, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| DriveCamSim: Generalizable Camera Simulation via Explicit Camera Modeling for Autonomous Driving | May 26, 2025 | Autonomous DrivingVideo Generation | CodeCode Available | 1 |
| Coordinated PSO-PID based longitudinal control with LPV-MPC based lateral control for autonomous vehicles | Aug 5, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather | Oct 27, 2022 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds | Oct 31, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Domain generalization of 3D semantic segmentation in autonomous driving | Dec 7, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| CLRmatchNet: Enhancing Curved Lane Detection with Deep Matching Process | Sep 26, 2023 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| CLRKDNet: Speeding up Lane Detection with Knowledge Distillation | May 21, 2024 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 |
| Domain Adaptation Through Task Distillation | Aug 27, 2020 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization | Sep 16, 2020 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| CoSDH: Communication-Efficient Collaborative Perception via Supply-Demand Awareness and Intermediate-Late Hybridization | Mar 5, 2025 | Autonomous Driving | CodeCode Available | 1 |
| DriveDiTFit: Fine-tuning Diffusion Transformers for Autonomous Driving | Jul 22, 2024 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Homography Loss for Monocular 3D Object Detection | Apr 2, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving | Nov 20, 2020 | Autonomous DrivingObject | CodeCode Available | 1 |
| Curricular Subgoals for Inverse Reinforcement Learning | Jun 14, 2023 | Autonomous DrivingD4RL | CodeCode Available | 1 |
| Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather | Jul 18, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
