| Nested Policy Reinforcement Learning for Clinical Decision Support | Sep 29, 2021 | Decision MakingNavigate | —Unverified | 0 |
| A Loss Curvature Perspective on Training Instabilities of Deep Learning Models | Sep 29, 2021 | Navigate | —Unverified | 0 |
| Hierarchical Modular Framework for Long Horizon Instruction Following | Sep 29, 2021 | Instruction FollowingNavigate | CodeCode Available | 0 |
| Count-GNN: Graph Neural Networks for Subgraph Isomorphism Counting | Sep 29, 2021 | Navigate | —Unverified | 0 |
| Learning Perceptual Locomotion on Uneven Terrains using Sparse Visual Observations | Sep 28, 2021 | Navigate | —Unverified | 0 |
| A taxonomy of strategic human interactions in traffic conflicts | Sep 27, 2021 | Autonomous VehiclesNavigate | —Unverified | 0 |
| ViT Cane: Visual Assistant for the Visually Impaired | Sep 26, 2021 | Navigate | —Unverified | 0 |
| Enhancing Navigational Safety in Crowded Environments using Semantic-Deep-Reinforcement-Learning-based Navigation | Sep 23, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge | Sep 22, 2021 | BenchmarkingData Augmentation | —Unverified | 0 |
| Commonsense Knowledge in Word Associations and ConceptNet | Sep 20, 2021 | General KnowledgeKnowledge Graphs | CodeCode Available | 0 |
| Decentralized Global Connectivity Maintenance for Multi-Robot Navigation: A Reinforcement Learning Approach | Sep 17, 2021 | Navigatereinforcement-learning | —Unverified | 0 |
| Deep Visual Navigation under Partial Observability | Sep 16, 2021 | Imitation LearningNavigate | —Unverified | 0 |
| A Computable Piece of Uncomputable Art whose Expansion May Explain the Universe in Software Space | Sep 15, 2021 | NavigatePhilosophy | —Unverified | 0 |
| Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images | Sep 15, 2021 | Autonomous NavigationDecision Making | —Unverified | 0 |
| DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles | Sep 14, 2021 | Model Predictive ControlNavigate | CodeCode Available | 1 |
| Learning to Navigate Intersections with Unsupervised Driver Trait Inference | Sep 14, 2021 | Autonomous NavigationAutonomous Vehicles | CodeCode Available | 1 |
| A Systematic Approach to Group Fairness in Automated Decision Making | Sep 9, 2021 | Decision MakingFairness | —Unverified | 0 |
| Robot Localization and Navigation through Predictive Processing using LiDAR | Sep 9, 2021 | NavigateSelf-Supervised Learning | —Unverified | 0 |
| Panoptic nuScenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking | Sep 8, 2021 | BenchmarkingDiversity | CodeCode Available | 2 |
| Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm | Sep 2, 2021 | CPUDecision Making | —Unverified | 0 |
| Improving callsign recognition with air-surveillance data in air-traffic communication | Aug 27, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation | Aug 26, 2021 | NavigatePointGoal Navigation | —Unverified | 0 |
| TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios | Aug 26, 2021 | Data AugmentationNavigate | CodeCode Available | 1 |
| Vision-Language Navigation: A Survey and Taxonomy | Aug 26, 2021 | NavigateSurvey | —Unverified | 0 |
| Embodied AI-Driven Operation of Smart Cities: A Concise Review | Aug 22, 2021 | Autonomous DrivingNavigate | —Unverified | 0 |
| Hierarchical Summarization for Longform Spoken Dialog | Aug 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Airbert: In-domain Pretraining for Vision-and-Language Navigation | Aug 20, 2021 | NavigateReferring Expression | CodeCode Available | 1 |
| Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance | Aug 20, 2021 | DecoderGPU | CodeCode Available | 1 |
| A Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles | Aug 19, 2021 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| FSNet: A Failure Detection Framework for Semantic Segmentation | Aug 19, 2021 | Autonomous VehiclesNavigate | —Unverified | 0 |
| Stochastic Scene-Aware Motion Prediction | Aug 18, 2021 | motion predictionMotion Synthesis | —Unverified | 0 |
| Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion | Aug 10, 2021 | NavigateObject | CodeCode Available | 1 |
| Towards real-world navigation with deep differentiable planners | Aug 8, 2021 | Imitation LearningMotion Planning | CodeCode Available | 1 |
| SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots | Aug 3, 2021 | Model Predictive ControlMotion Planning | CodeCode Available | 0 |
| Plan Explanations that Exploit a Cognitive Spatial Model | Aug 1, 2021 | modelNavigate | —Unverified | 0 |
| Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation | Jul 28, 2021 | Continual LearningNavigate | —Unverified | 0 |
| A Multi-scale Graph Network with Multi-head Attention for Histopathology Image Diagnosis | Jul 20, 2021 | DiagnosticNavigate | —Unverified | 0 |
| Toward Collaborative Reinforcement Learning Agents that Communicate Through Text-Based Natural Language | Jul 20, 2021 | Navigatereinforcement-learning | CodeCode Available | 0 |
| Versatile modular neural locomotion control with fast learning | Jul 16, 2021 | Navigate | CodeCode Available | 1 |
| Neighbor-view Enhanced Model for Vision and Language Navigation | Jul 15, 2021 | NavigateVision and Language Navigation | CodeCode Available | 1 |
| Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering | Jul 13, 2021 | NavigateQuestion Answering | CodeCode Available | 1 |
| Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios | Jul 9, 2021 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Active Safety Envelopes using Light Curtains with Probabilistic Guarantees | Jul 8, 2021 | Navigate | —Unverified | 0 |
| Deep Learning for Embodied Vision Navigation: A Survey | Jul 7, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World | Jul 7, 2021 | DecoderNavigate | CodeCode Available | 1 |
| CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization with Deep Learning | Jul 2, 2021 | Deep LearningIndoor Localization | —Unverified | 0 |
| Collaborative Visual Navigation | Jul 2, 2021 | Multi-agent Reinforcement LearningNavigate | CodeCode Available | 1 |
| A Map of Bandits for E-commerce | Jul 1, 2021 | Navigate | —Unverified | 0 |
| Autonomous Navigation for Quadrupedal Robots with Optimized Jumping through Constrained Obstacles | Jul 1, 2021 | Autonomous NavigationDecision Making | —Unverified | 0 |
| A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation | Jun 25, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |