| WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents | Jul 4, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing | Jul 1, 2022 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Visual Pre-training for Navigation: What Can We Learn from Noise? | Jun 30, 2022 | Inductive BiasNavigate | CodeCode Available | 0 |
| Intrinsic Anomaly Detection for Multi-Variate Time Series | Jun 29, 2022 | Anomaly DetectionNavigate | —Unverified | 0 |
| DayDreamer: World Models for Physical Robot Learning | Jun 28, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 2 |
| Solution and Fitness Evolution (SAFE): Coevolving Solutions and Their Objective Functions | Jun 25, 2022 | Navigate | —Unverified | 0 |
| Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering | Jun 23, 2022 | ClusteringManagement | CodeCode Available | 1 |
| Finding Optimal Policy for Queueing Models: New Parameterization | Jun 21, 2022 | Navigatereinforcement-learning | —Unverified | 0 |
| Embodied Scene-aware Human Pose Estimation | Jun 18, 2022 | 3D Human Pose EstimationCausal Inference | —Unverified | 0 |
| Pisces: Efficient Federated Learning via Guided Asynchronous Training | Jun 18, 2022 | Federated LearningNavigate | CodeCode Available | 1 |
| Local Slot Attention for Vision-and-Language Navigation | Jun 17, 2022 | NavigateVision and Language Navigation | CodeCode Available | 0 |
| N^2M^2: Learning Navigation for Arbitrary Mobile Manipulation Motions in Unseen and Dynamic Environments | Jun 17, 2022 | Navigate | CodeCode Available | 1 |
| VectorMapNet: End-to-end Vectorized HD Map Learning | Jun 17, 2022 | 3D Lane DetectionAutonomous Driving | CodeCode Available | 2 |
| Fidelity of Hyperbolic Space for Bayesian Phylogenetic Inference | Jun 16, 2022 | Bayesian InferenceNavigate | CodeCode Available | 0 |
| Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain | Jun 15, 2022 | Navigate | —Unverified | 0 |
| Cumulative culture spontaneously emerges in artificial navigators who are social and memory-guided | Jun 13, 2022 | Cultural Vocal Bursts Intensity PredictionNavigate | CodeCode Available | 0 |
| Noisy circumnutations facilitate self-organized shade avoidance in sunflowers | Jun 11, 2022 | Navigate | —Unverified | 0 |
| Receding Moving Object Segmentation in 3D LiDAR Data Using Sparse 4D Convolutions | Jun 8, 2022 | Autonomous VehiclesNavigate | CodeCode Available | 2 |
| Variational Meta Reinforcement Learning for Social Robotics | Jun 7, 2022 | Meta Reinforcement LearningNavigate | —Unverified | 0 |
| QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs | Jun 3, 2022 | Decision MakingKnowledge Graphs | CodeCode Available | 0 |
| Deceptive Planning for Resource Allocation | Jun 2, 2022 | Navigate | —Unverified | 0 |
| Is Mapping Necessary for Realistic PointGoal Navigation? | Jun 2, 2022 | Data AugmentationNavigate | CodeCode Available | 1 |
| Towards Generalisable Audio Representations for Audio-Visual Navigation | Jun 1, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Dense Crowd Flow-Informed Path Planning | Jun 1, 2022 | Heuristic SearchNavigate | —Unverified | 0 |
| Towards Context-Aware Neural Performance-Score Synchronisation | May 31, 2022 | Feature EngineeringForm | —Unverified | 0 |
| Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning | May 26, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Verifying Learning-Based Robotic Navigation Systems | May 26, 2022 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| Skin Cancer Diagnostics with an All-Inclusive Smartphone Application | May 25, 2022 | AllDiagnostic | —Unverified | 0 |
| Aerial Vision-and-Dialog Navigation | May 24, 2022 | Navigate | CodeCode Available | 1 |
| E-Scooter Rider Detection and Classification in Dense Urban Environments | May 20, 2022 | Autonomous VehiclesClassification | CodeCode Available | 0 |
| LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation | May 20, 2022 | Navigate | CodeCode Available | 1 |
| On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning | May 18, 2022 | NavigateSecond-order methods | —Unverified | 0 |
| GraphMapper: Efficient Visual Navigation by Scene Graph Generation | May 17, 2022 | Graph GenerationNavigate | —Unverified | 0 |
| VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation | May 10, 2022 | DiagnosticNavigate | CodeCode Available | 1 |
| Quantification of Robotic Surgeries with Vision-Based Deep Learning | May 6, 2022 | Deep LearningNavigate | —Unverified | 0 |
| UAV-aided RF Mapping for Sensing and Connectivity in Wireless Networks | May 6, 2022 | Navigate | —Unverified | 0 |
| A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles | Apr 25, 2022 | Autonomous VehiclesNavigate | —Unverified | 0 |
| Sim-2-Sim Transfer for Vision-and-Language Navigation in Continuous Environments | Apr 20, 2022 | NavigateVision and Language Navigation | —Unverified | 0 |
| Reinforced Structured State-Evolution for Vision-Language Navigation | Apr 20, 2022 | NavigateVision and Language Navigation | CodeCode Available | 1 |
| Learning Forward Dynamics Model and Informed Trajectory Sampler for Safe Quadruped Navigation | Apr 19, 2022 | Autonomous NavigationNavigate | CodeCode Available | 1 |
| Embodied Navigation at the Art Gallery | Apr 19, 2022 | NavigatePointGoal Navigation | CodeCode Available | 0 |
| MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration | Apr 17, 2022 | NavigateRetrieval | CodeCode Available | 1 |
| Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer | Apr 15, 2022 | NavigateStyle Transfer | CodeCode Available | 0 |
| Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing | Apr 13, 2022 | Distributed ComputingEdge-computing | —Unverified | 0 |
| Chordal Sparsity for Lipschitz Constant Estimation of Deep Neural Networks | Apr 2, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| The Weak Supervision Landscape | Mar 30, 2022 | BIG-bench Machine LearningNavigate | —Unverified | 0 |
| EnvEdit: Environment Editing for Vision-and-Language Navigation | Mar 29, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Training Compute-Optimal Large Language Models | Mar 29, 2022 | AnachronismsAnalogical Similarity | CodeCode Available | 6 |
| Sparse Image based Navigation Architecture to Mitigate the need of precise Localization in Mobile Robots | Mar 29, 2022 | Autonomous NavigationNavigate | —Unverified | 0 |