| RELLIS-3D Dataset: Data, Benchmarks and Analysis | Nov 17, 2020 | 3D Semantic SegmentationAutonomous Navigation | CodeCode Available | 1 |
| DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition | Nov 17, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Mutual Information Based Method for Unsupervised Disentanglement of Video Representation | Nov 17, 2020 | Autonomous NavigationDisentanglement | CodeCode Available | 0 |
| Autonomously Navigating a Surgical Tool Inside the Eye by Learning from Demonstration | Nov 16, 2020 | Autonomous NavigationDepth Estimation | —Unverified | 0 |
| Geometric Structure Aided Visual Inertial Localization | Nov 9, 2020 | Autonomous NavigationVisual Localization | CodeCode Available | 1 |
| Learning-based 3D Occupancy Prediction for Autonomous Navigation in Occluded Environments | Nov 8, 2020 | Autonomous Navigation | CodeCode Available | 1 |
| A Software Architecture for Autonomous Vehicles: Team LRM-B Entry in the First CARLA Autonomous Driving Challenge | Oct 23, 2020 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| LTN: Long-Term Network for Long-Term Motion Prediction | Oct 15, 2020 | Autonomous Navigationmotion prediction | —Unverified | 0 |
| Robust path-following control design of heavy vehicles based on multiobjective evolutionary optimization | Oct 14, 2020 | Autonomous NavigationMultiobjective Optimization | —Unverified | 0 |
| On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation | Oct 13, 2020 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Safe Reinforcement Learning with Natural Language Constraints | Oct 11, 2020 | Autonomous Navigationreinforcement-learning | —Unverified | 0 |
| LaND: Learning to Navigate from Disengagements | Oct 9, 2020 | Autonomous NavigationImitation Learning | CodeCode Available | 1 |
| Can You Trust Your Pose? Confidence Estimation in Visual Localization | Oct 1, 2020 | Autonomous NavigationCamera Pose Estimation | —Unverified | 0 |
| Adjusting Bias in Long Range Stereo Matching: A semantics guided approach | Sep 10, 2020 | 3D Object DetectionAutonomous Navigation | —Unverified | 0 |
| Vision-Based Autonomous Drone Control using Supervised Learning in Simulation | Sep 9, 2020 | Autonomous Navigation | —Unverified | 0 |
| Online Planning in Uncertain and Dynamic Environment in the Presence of Multiple Mobile Vehicles | Sep 8, 2020 | Autonomous Navigation | —Unverified | 0 |
| Understanding and Exploiting Dependent Variables with Deep Metric Learning | Sep 8, 2020 | Autonomous NavigationClassification | —Unverified | 0 |
| OpenBot: Turning Smartphones into Robots | Aug 24, 2020 | Autonomous Navigation | CodeCode Available | 2 |
| MIDAS: Multi-agent Interaction-aware Decision-making with Adaptive Strategies for Urban Autonomous Navigation | Aug 17, 2020 | Autonomous NavigationDecision Making | CodeCode Available | 1 |
| An Improved Deep Convolutional Neural Network-Based Autonomous Road Inspection Scheme Using Unmanned Aerial Vehicles | Aug 14, 2020 | Autonomous NavigationLane Detection | —Unverified | 0 |
| DeepPilot: A CNN for Autonomous Drone Racing | Aug 13, 2020 | Autonomous NavigationNavigate | CodeCode Available | 1 |
| Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization | Aug 1, 2020 | Autonomous Navigation | CodeCode Available | 1 |
| Adaptive Chemotaxis for improved Contour Tracking using Spiking Neural Networks | Aug 1, 2020 | Autonomous Navigation | —Unverified | 0 |
| Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic Wheelchairs | Jul 12, 2020 | Anomaly SegmentationAutonomous Navigation | CodeCode Available | 0 |
| Robustifying the Deployment of tinyML Models for Autonomous mini-vehicles | Jul 1, 2020 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| Lio -- A Personal Robot Assistant for Human-Robot Interaction and Care Applications | Jun 16, 2020 | Autonomous Navigation | —Unverified | 0 |
| Novel Perception Algorithmic Framework For Object Identification and Tracking In Autonomous Navigation | Jun 8, 2020 | Autonomous NavigationObject | —Unverified | 0 |
| Distributed multi-robot collision avoidance via deep reinforcement learning for navigation in complex scenarios | May 31, 2020 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy | May 26, 2020 | Autonomous NavigationQuantization | —Unverified | 0 |
| Polarimetric image augmentation | May 22, 2020 | Autonomous NavigationImage Augmentation | —Unverified | 0 |
| VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change | May 17, 2020 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 |
| Bi3D: Stereo Depth Estimation via Binary Classifications | May 14, 2020 | Autonomous NavigationDepth Estimation | CodeCode Available | 1 |
| Reinforcement Learning for UAV Autonomous Navigation, Mapping and Target Detection | May 5, 2020 | Autonomous Navigationreinforcement-learning | —Unverified | 0 |
| Robust and Interpretable Grounding of Spatial References with Relation Networks | May 2, 2020 | Autonomous NavigationRelation | —Unverified | 0 |
| Online Mapping and Motion Planning under Uncertainty for Safe Navigation in Unknown Environments | Apr 26, 2020 | Autonomous NavigationMotion Planning | —Unverified | 0 |
| The Role of the Hercules Autonomous Vehicle During the COVID-19 Pandemic: An Autonomous Logistic Vehicle for Contactless Goods Transportation | Apr 16, 2020 | Autonomous Navigation | —Unverified | 0 |
| It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction | Apr 4, 2020 | Autonomous NavigationMulti-future Trajectory Prediction | CodeCode Available | 1 |
| MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic Navigation | Mar 2, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Learning Navigation Costs from Demonstration in Partially Observable Environments | Feb 26, 2020 | Autonomous NavigationMotion Planning | —Unverified | 0 |
| SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation | Feb 24, 2020 | 3D Object DetectionAutonomous Navigation | CodeCode Available | 1 |
| Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning | Feb 20, 2020 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset | Feb 19, 2020 | Autonomous NavigationMotion Planning | CodeCode Available | 1 |
| Capsule Network Performance with Autonomous Navigation | Feb 8, 2020 | Autonomous NavigationReinforcement Learning | —Unverified | 0 |
| Autonomous Navigation in Unknown Environments using Sparse Kernel-based Occupancy Mapping | Feb 5, 2020 | Autonomous Navigation | CodeCode Available | 1 |
| A Little Fog for a Large Turn | Jan 16, 2020 | Adversarial AttackAutonomous Navigation | CodeCode Available | 2 |
| Real-Time Lane ID Estimation Using Recurrent Neural Networks With Dual Convention | Jan 14, 2020 | Autonomous Navigation | —Unverified | 0 |
| Learning to Move with Affordance Maps | Jan 8, 2020 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 |
| Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey | Jan 8, 2020 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Resource-Efficient Neural Networks for Embedded Systems | Jan 7, 2020 | Autonomous NavigationBIG-bench Machine Learning | —Unverified | 0 |
| A water-obstacle separation and refinement network for unmanned surface vehicles | Jan 7, 2020 | Autonomous NavigationDecoder | CodeCode Available | 1 |