| Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study | Aug 3, 2021 | Autonomous DrivingHuman Detection | —Unverified | 0 |
| Pseudo-LiDAR Based Road Detection | Jul 28, 2021 | Depth EstimationSelf-Driving Cars | —Unverified | 0 |
| AA3DNet: Attention Augmented Real Time 3D Object Detection | Jul 26, 2021 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos | Jul 18, 2021 | Action AnticipationAutonomous Driving | —Unverified | 0 |
| On the Importance of Regularisation & Auxiliary Information in OOD Detection | Jul 15, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Diff-Net: Image Feature Difference based High-Definition Map Change Detection for Autonomous Driving | Jul 14, 2021 | Autonomous DrivingChange Detection | —Unverified | 0 |
| Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection | Jul 14, 2021 | 3D Object DetectionAutonomous Navigation | CodeCode Available | 1 |
| Real-Time Pothole Detection Using Deep Learning | Jul 13, 2021 | Deep Learningobject-detection | —Unverified | 0 |
| MSN: Multi-Style Network for Trajectory Prediction | Jul 2, 2021 | PredictionRobot Navigation | CodeCode Available | 0 |
| MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding | Jul 1, 2021 | 3D Object DetectionGraph Attention | CodeCode Available | 1 |
| Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search | Jun 28, 2021 | 2D Object Detection3D Object Detection | —Unverified | 0 |
| Multi-Modal 3D Object Detection in Autonomous Driving: a Survey | Jun 24, 2021 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Introvert: Human Trajectory Prediction via Conditional 3D Attention | Jun 19, 2021 | PredictionSelf-Driving Cars | —Unverified | 0 |
| Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations? | Jun 8, 2021 | Referring ExpressionSelf-Driving Cars | CodeCode Available | 0 |
| Time-series Imputation of Temporally-occluded Multiagent Trajectories | Jun 8, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Multi-Exit Semantic Segmentation Networks | Jun 7, 2021 | Robot NavigationSegmentation | —Unverified | 0 |
| SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks | Jun 3, 2021 | Classificationimage-classification | CodeCode Available | 0 |
| On the Theory of Reinforcement Learning with Once-per-Episode Feedback | May 29, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Inferring Temporal Logic Properties from Data using Boosted Decision Trees | May 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| SemSegLoss: A python package of loss functions for semantic segmentation | May 18, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Reinforcement Learning Based Safe Decision Making for Highway Autonomous Driving | May 13, 2021 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| Interaction Detection Between Vehicles and Vulnerable Road Users: A Deep Generative Approach with Attention | May 9, 2021 | Optical Flow EstimationSelf-Driving Cars | —Unverified | 0 |
| Algorithmic Ethics: Formalization and Verification of Autonomous Vehicle Obligations | May 6, 2021 | EthicsSelf-Driving Cars | —Unverified | 0 |
| Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction | Apr 29, 2021 | 3D Reconstruction3D Shape Reconstruction | —Unverified | 0 |
| ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception | Apr 27, 2021 | Instance Segmentationobject-detection | —Unverified | 0 |