| Learning Scalable Deep Kernels with Recurrent Structure | Oct 27, 2016 | Autonomous DrivingGaussian Processes | CodeCode Available | 0 | 5 |
| Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications | May 30, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 | 5 |
| Learning Preferences for Interactive Autonomy | Oct 19, 2022 | Active LearningAutonomous Driving | CodeCode Available | 0 | 5 |
| A Comprehensive LLM-powered Framework for Driving Intelligence Evaluation | Mar 7, 2025 | Autonomous Driving | CodeCode Available | 0 | 5 |
| Learning to Adapt for Stereo | Apr 5, 2019 | Autonomous DrivingDepth Estimation | CodeCode Available | 0 | 5 |
| Learning mixture of domain-specific experts via disentangled factors for autonomous driving | Jun 28, 2022 | Autonomous DrivingRepresentation Learning | CodeCode Available | 0 | 5 |
| Learning Monocular Depth by Distilling Cross-domain Stereo Networks | Aug 20, 2018 | Autonomous DrivingDepth Estimation | CodeCode Available | 0 | 5 |
| Learning Guided Convolutional Network for Depth Completion | Aug 3, 2019 | Autonomous DrivingDepth Completion | CodeCode Available | 0 | 5 |
| Learning image representations tied to ego-motion | May 8, 2015 | Autonomous DrivingScene Recognition | CodeCode Available | 0 | 5 |
| AutoCure: Automated Tabular Data Curation Technique for ML Pipelines | Apr 26, 2023 | Autonomous DrivingData Augmentation | CodeCode Available | 0 | 5 |
| Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance | Feb 28, 2024 | Autonomous DrivingDomain Adaptation | CodeCode Available | 0 | 5 |
| Learning End-to-end Autonomous Driving using Guided Auxiliary Supervision | Aug 30, 2018 | Autonomous DrivingMulti-Task Learning | CodeCode Available | 0 | 5 |
| DECODE: Domain-aware Continual Domain Expansion for Motion Prediction | Nov 26, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Learning an Uncertainty-Aware Object Detector for Autonomous Driving | Oct 24, 2019 | Autonomous DrivingObject | CodeCode Available | 0 | 5 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 | 5 |
| Learning-Based MPC for Fuel Efficient Control of Autonomous Vehicles with Discrete Gear Selection | Mar 14, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Make Interval Bound Propagation great again | Oct 4, 2024 | Autonomous Driving | CodeCode Available | 0 | 5 |
| Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video | Dec 23, 2017 | Autonomous DrivingClustering | CodeCode Available | 0 | 5 |
| A Hybrid Compact Neural Architecture for Visual Place Recognition | Oct 15, 2019 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 | 5 |
| DC-Scene: Data-Centric Learning for 3D Scene Understanding | May 21, 2025 | Autonomous DrivingScene Understanding | CodeCode Available | 0 | 5 |
| Large-Scale Mixed-Traffic and Intersection Control using Multi-agent Reinforcement Learning | Apr 7, 2025 | Autonomous DrivingMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Language-Driven Active Learning for Diverse Open-Set 3D Object Detection | Apr 19, 2024 | 3D Object DetectionActive Learning | CodeCode Available | 0 | 5 |
| Dynamic-Weighted Simplex Strategy for Learning Enabled Cyber Physical Systems | Feb 6, 2019 | Autonomous DrivingQ-Learning | CodeCode Available | 0 | 5 |
| LaneNet: Real-Time Lane Detection Networks for Autonomous Driving | Jul 4, 2018 | Autonomous DrivingEdge Classification | CodeCode Available | 0 | 5 |
| Large Class Separation is not what you need for Relational Reasoning-based OOD Detection | Jul 12, 2023 | Autonomous DrivingOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
