| eSLAM: An Energy-Efficient Accelerator for Real-Time ORB-SLAM on FPGA Platform | Jun 3, 2019 | Autonomous NavigationSimultaneous Localization and Mapping | —Unverified | 0 |
| An Open Source and Open Hardware Deep Learning-powered Visual Navigation Engine for Autonomous Nano-UAVs | May 10, 2019 | Autonomous NavigationVisual Navigation | CodeCode Available | 1 |
| Deep Convolutional Neural Network-Based Autonomous Drone Navigation | May 5, 2019 | Autonomous NavigationData Augmentation | —Unverified | 0 |
| Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars | May 2, 2019 | Autonomous NavigationSelf-Driving Cars | —Unverified | 0 |
| Robustness of 3D Deep Learning in an Adversarial Setting | Apr 1, 2019 | Autonomous NavigationDeep Learning | CodeCode Available | 0 |
| Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles | Mar 27, 2019 | 3D Object Detection3D Object Detection From Monocular Images | —Unverified | 0 |
| Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails | Jan 17, 2019 | Autonomous NavigationDeep Learning | —Unverified | 0 |
| Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry | Dec 19, 2018 | Autonomous NavigationPose Estimation | —Unverified | 0 |
| SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications | Dec 5, 2018 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
| Efficient and Robust Machine Learning for Real-World Systems | Dec 5, 2018 | Autonomous NavigationBIG-bench Machine Learning | —Unverified | 0 |
| Incremental Scene Synthesis | Nov 29, 2018 | Autonomous NavigationHallucination | —Unverified | 0 |
| Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge | Nov 28, 2018 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments | Nov 26, 2018 | Autonomous NavigationDomain Adaptation | CodeCode Available | 0 |
| Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation | Nov 15, 2018 | Autonomous Navigationreinforcement-learning | —Unverified | 0 |
| The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning | Oct 23, 2018 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories | Oct 16, 2018 | Autonomous Navigationmotion prediction | CodeCode Available | 0 |
| An evaluation metric for object detection algorithms in autonomous navigation systems and its application to a real-time alerting system | Oct 10, 2018 | Autonomous NavigationObject | CodeCode Available | 0 |
| Deep Network Uncertainty Maps for Indoor Navigation | Sep 13, 2018 | Autonomous Navigation | CodeCode Available | 0 |
| HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration | Sep 1, 2018 | Autonomous NavigationGPU | —Unverified | 0 |
| Scale Drift Correction of Camera Geo-Localization using Geo-Tagged Images | Aug 26, 2018 | 3D ReconstructionAutonomous Navigation | —Unverified | 0 |
| A Novel Deep Neural Network Architecture for Mars Visual Navigation | Aug 25, 2018 | Autonomous NavigationVisual Navigation | —Unverified | 0 |
| Single-View Place Recognition under Seasonal Changes | Aug 20, 2018 | Autonomous NavigationTriplet | CodeCode Available | 0 |
| Connecting Visual Experiences using Max-flow Network with Application to Visual Localization | Aug 1, 2018 | Autonomous NavigationVisual Localization | —Unverified | 0 |
| Fast and Accurate Point Cloud Registration using Trees of Gaussian Mixtures | Jul 6, 2018 | Autonomous NavigationGPU | —Unverified | 0 |
| Towards real-time unsupervised monocular depth estimation on CPU | Jun 29, 2018 | Autonomous NavigationCPU | CodeCode Available | 1 |