| Adaptive Compression of Word Embeddings | Jul 1, 2020 | Self-Driving CarsWord Embeddings | —Unverified | 0 |
| Towards Robust LiDAR-based Perception in Autonomous Driving: General Black-box Adversarial Sensor Attack and Countermeasures | Jun 30, 2020 | Autonomous DrivingSelf-Driving Cars | —Unverified | 0 |
| Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars | Jun 30, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Application of Neuroevolution in Autonomous Cars | Jun 26, 2020 | Self-Driving Cars | —Unverified | 0 |
| AutoCP: Automated Pipelines for Accurate Prediction Intervals | Jun 24, 2020 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| To Explain or Not to Explain: A Study on the Necessity of Explanations for Autonomous Vehicles | Jun 21, 2020 | Autonomous VehiclesSelf-Driving Cars | —Unverified | 0 |
| Anomalous Motion Detection on Highway Using Deep Learning | Jun 15, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Pixel Invisibility: Detecting Objects Invisible in Color Images | Jun 15, 2020 | Knowledge Distillationobject-detection | —Unverified | 0 |
| Formal Verification of End-to-End Learning in Cyber-Physical Systems: Progress and Challenges | Jun 15, 2020 | Self-Driving Cars | —Unverified | 0 |
| Feudal Steering: Hierarchical Learning for Steering Angle Prediction | Jun 11, 2020 | Hierarchical Reinforcement LearningPrediction | —Unverified | 0 |
| Probabilistic Semantic Mapping for Urban Autonomous Driving Applications | Jun 8, 2020 | Autonomous DrivingSelf-Driving Cars | —Unverified | 0 |
| Light-in-the-loop: using a photonics co-processor for scalable training of neural networks | Jun 2, 2020 | Lifelong learningRecommendation Systems | —Unverified | 0 |
| A Survey on 3D LiDAR Localization for Autonomous Vehicles | Jun 1, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Monocular Depth Estimators: Vulnerabilities and Attacks | May 28, 2020 | DecoderDepth Estimation | —Unverified | 0 |
| Adversarial Attacks and Defense on Texts: A Survey | May 28, 2020 | Face RecognitionObject Recognition | —Unverified | 0 |
| Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? | May 27, 2020 | BenchmarkingFraud Detection | —Unverified | 0 |
| Monitoring and Diagnosability of Perception Systems | May 24, 2020 | Fault DetectionSelf-Driving Cars | —Unverified | 0 |
| Satellite Navigation for the Age of Autonomy | May 19, 2020 | Self-Driving Cars | —Unverified | 0 |
| OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression | May 14, 2020 | modelSelf-Driving Cars | CodeCode Available | 0 |
| Online Monitoring for Neural Network Based Monocular Pedestrian Pose Estimation | May 11, 2020 | Pose EstimationSelf-Driving Cars | —Unverified | 0 |
| RUHSNet: 3D Object Detection Using Lidar Data in Real Time | May 9, 2020 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 0 |
| Attentional Bottleneck: Towards an Interpretable Deep Driving Network | May 8, 2020 | Motion GenerationSelf-Driving Cars | —Unverified | 0 |
| Explainable Goal-Driven Agents and Robots -- A Comprehensive Review | Apr 21, 2020 | Continual LearningExplainable artificial intelligence | —Unverified | 0 |
| EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks | Apr 21, 2020 | Self-Driving Cars | CodeCode Available | 0 |
| Traffic Lane Detection using FCN | Apr 19, 2020 | DecoderLane Detection | —Unverified | 0 |
| Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface | Apr 13, 2020 | BIG-bench Machine LearningSelf-Driving Cars | —Unverified | 0 |
| Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression | Mar 21, 2020 | Conformal PredictionPrediction | —Unverified | 0 |
| Uncertainty depth estimation with gated images for 3D reconstruction | Mar 11, 2020 | 3D ReconstructionDepth Completion | —Unverified | 0 |
| Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition | Mar 3, 2020 | Action RecognitionMetric Learning | —Unverified | 0 |
| "Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features | Feb 29, 2020 | General ClassificationObject | —Unverified | 0 |
| AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks | Feb 19, 2020 | Malware DetectionSelf-Driving Cars | —Unverified | 0 |
| FRSign: A Large-Scale Traffic Light Dataset for Autonomous Trains | Feb 5, 2020 | Self-Driving Cars | —Unverified | 0 |
| A Novel Graph based Trajectory Predictor with Pseudo Oracle | Feb 2, 2020 | Graph AttentionPedestrian Trajectory Prediction | —Unverified | 0 |
| Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems | Jan 28, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Stochastic Finite State Control of POMDPs with LTL Specifications | Jan 21, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| An Abstraction Model for Semantic Segmentation Algorithms | Dec 27, 2019 | Diversitymodel | —Unverified | 0 |
| High Resolution Millimeter Wave Imaging For Self-Driving Cars | Dec 19, 2019 | Self-Driving CarsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks | Dec 3, 2019 | Self-Driving CarsSemantic Segmentation | CodeCode Available | 0 |
| Automatic Testing With Reusable Adversarial Agents | Oct 30, 2019 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Attacking Optical Flow | Oct 22, 2019 | DecoderOptical Flow Estimation | CodeCode Available | 0 |
| Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks | Oct 21, 2019 | Self-Driving Cars | —Unverified | 0 |
| Teaching Vehicles to Anticipate: A Systematic Study on Probabilistic Behavior Prediction Using Large Data Sets | Oct 17, 2019 | Self-Driving Cars | —Unverified | 0 |
| Conditional Driving from Natural Language Instructions | Oct 16, 2019 | Imitation LearningSelf-Driving Cars | —Unverified | 0 |
| A Hybrid Compact Neural Architecture for Visual Place Recognition | Oct 15, 2019 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 |
| Semantic Understanding of Foggy Scenes with Purely Synthetic Data | Oct 9, 2019 | Scene UnderstandingSelf-Driving Cars | CodeCode Available | 0 |
| GLADAS: Gesture Learning for Advanced Driver Assistance Systems | Oct 2, 2019 | Autonomous VehiclesGesture Recognition | —Unverified | 0 |
| Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment | Sep 25, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A*3D Dataset: Towards Autonomous Driving in Challenging Environments | Sep 17, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| Towards Assume-Guarantee Profiles for Autonomous Vehicles | Sep 12, 2019 | Autonomous VehiclesSelf-Driving Cars | —Unverified | 0 |
| Context Aware Road-user Importance Estimation (iCARE) | Aug 30, 2019 | Decision MakingSelf-Driving Cars | —Unverified | 0 |