| Maneuver-based Anchor Trajectory Hypotheses at Roundabouts | Apr 22, 2021 | Decodermotion prediction | CodeCode Available | 1 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Visual Navigation with Spatial Attention | Apr 20, 2021 | NavigateObject | CodeCode Available | 1 |
| Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks | Apr 16, 2021 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| SOON: Scenario Oriented Object Navigation with Graph-based Exploration | Mar 31, 2021 | AttributeNavigate | CodeCode Available | 1 |
| Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors | Mar 31, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Visual Room Rearrangement | Mar 30, 2021 | Navigate | CodeCode Available | 1 |
| DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation | Mar 20, 2021 | Dimensionality ReductionNavigate | CodeCode Available | 1 |
| PROVED: A Tool for Graph Representation and Analysis of Uncertain Event Data | Mar 9, 2021 | AttributeNavigate | CodeCode Available | 1 |
| A Real-time Low-cost Artificial Intelligence System for Autonomous Spraying in Palm Plantations | Mar 6, 2021 | Model CompressionNavigate | CodeCode Available | 1 |
| Structured Scene Memory for Vision-Language Navigation | Mar 5, 2021 | Decision MakingNavigate | CodeCode Available | 1 |
| Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition | Mar 2, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player | Feb 21, 2021 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jan 31, 2021 | Answer SelectionGraph Embedding | CodeCode Available | 1 |
| Memory-Augmented Reinforcement Learning for Image-Goal Navigation | Jan 13, 2021 | Data AugmentationNavigate | CodeCode Available | 1 |
| Visual Graph Memory With Unsupervised Representation for Visual Navigation | Jan 1, 2021 | NavigateVisual Navigation | CodeCode Available | 1 |
| Probabilistic 3D Multi-Modal, Multi-Object Tracking for Autonomous Driving | Dec 26, 2020 | 3D Pedestrian TrackingAutonomous Driving | CodeCode Available | 1 |
| Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation | Dec 10, 2020 | NavigatePoint Cloud Segmentation | CodeCode Available | 1 |
| SSCNav: Confidence-Aware Semantic Scene Completion for Visual Semantic Navigation | Dec 8, 2020 | Navigate | CodeCode Available | 1 |
| Factorizing Perception and Policy for Interactive Instruction Following | Dec 6, 2020 | Instruction FollowingNavigate | CodeCode Available | 1 |
| Vision-based Drone Flocking in Outdoor Environments | Dec 2, 2020 | Navigate | CodeCode Available | 1 |
| Where Are You? Localization from Embodied Dialog | Nov 16, 2020 | NavigateVisual Dialog | CodeCode Available | 1 |
| Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning | Nov 11, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Language and Visual Entity Relationship Graph for Agent Navigation | Oct 19, 2020 | Dynamic Time WarpingNavigate | CodeCode Available | 1 |
| LaND: Learning to Navigate from Disengagements | Oct 9, 2020 | Autonomous NavigationImitation Learning | CodeCode Available | 1 |
| Extracting a Knowledge Base of Mechanisms from COVID-19 Papers | Oct 8, 2020 | Navigate | CodeCode Available | 1 |
| Plug and Play Autoencoders for Conditional Text Generation | Oct 6, 2020 | Conditional Text GenerationNavigate | CodeCode Available | 1 |
| AutoTrans: Automating Transformer Design via Reinforced Architecture Search | Sep 4, 2020 | Natural Language UnderstandingNavigate | CodeCode Available | 1 |
| DeepPilot: A CNN for Autonomous Drone Racing | Aug 13, 2020 | Autonomous NavigationNavigate | CodeCode Available | 1 |
| HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units | Aug 10, 2020 | NavigatePrediction | CodeCode Available | 1 |
| OtoWorld: Towards Learning to Separate by Learning to Move | Jul 12, 2020 | Audio Source SeparationNavigate | CodeCode Available | 1 |
| Learning to plan with uncertain topological maps | Jul 10, 2020 | Inductive BiasNavigate | CodeCode Available | 1 |
| Auxiliary Tasks Speed Up Learning PointGoal Navigation | Jul 9, 2020 | GPUNavigate | CodeCode Available | 1 |
| Long-term Human Motion Prediction with Scene Context | Jul 7, 2020 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Meta-Learning through Hebbian Plasticity in Random Networks | Jul 6, 2020 | Lifelong learningNavigate | CodeCode Available | 1 |
| AVP-SLAM: Semantic Visual Mapping and Localization for Autonomous Vehicles in the Parking Lot | Jul 3, 2020 | Autonomous VehiclesNavigate | CodeCode Available | 1 |
| Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects | Jul 2, 2020 | Navigate | CodeCode Available | 1 |
| Online Domain Adaptation for Occupancy Mapping | Jul 1, 2020 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM | Jun 30, 2020 | motion predictionNavigate | CodeCode Available | 1 |
| Learning to Track Dynamic Targets in Partially Known Environments | Jun 17, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting | May 26, 2020 | Graph Neural NetworkHuman motion prediction | CodeCode Available | 1 |
| Spatiotemporal Attacks for Embodied Agents | May 19, 2020 | Navigate | CodeCode Available | 1 |
| BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps | May 10, 2020 | Imitation LearningNavigate | CodeCode Available | 1 |
| Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning | Apr 26, 2020 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties | Apr 11, 2020 | Navigate | CodeCode Available | 1 |
| Sub-Instruction Aware Vision-and-Language Navigation | Apr 6, 2020 | NavigateVision and Language Navigation | CodeCode Available | 1 |
| Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat | Mar 24, 2020 | ArticlesCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| One-Shot Informed Robotic Visual Search in the Wild | Mar 22, 2020 | NavigateRepresentation Learning | CodeCode Available | 1 |
| Visual Navigation Among Humans with Optimal Control as a Supervisor | Mar 20, 2020 | NavigateRobot Navigation | CodeCode Available | 1 |