| Machine Learning and System Identification for Estimation in Physical Systems | Jun 5, 2019 | BIG-bench Machine LearningFriction | CodeCode Available | 0 | 5 |
| Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State | Apr 28, 2021 | State Estimation | CodeCode Available | 0 | 5 |
| Multi-Sensor Multi-Scan Radar Sensing of Multiple Extended Targets | Oct 13, 2023 | ClusteringState Estimation | CodeCode Available | 0 | 5 |
| Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators | Jan 6, 2025 | State Estimation | CodeCode Available | 0 | 5 |
| Learning Flock: Enhancing Sets of Particles for Multi~Sub-State Particle Filtering with Neural Augmentation | Aug 21, 2024 | State Estimation | CodeCode Available | 0 | 5 |
| Learning to learn ecosystems from limited data -- a meta-learning approach | Oct 2, 2024 | Meta-LearningPrediction | CodeCode Available | 0 | 5 |
| Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories | Sep 20, 2022 | Model Predictive ControlState Estimation | CodeCode Available | 0 | 5 |
| Learning Cross-Scale Visual Representations for Real-Time Image Geo-Localization | Sep 9, 2021 | geo-localizationState Estimation | CodeCode Available | 0 | 5 |
| Learning-based model predictive control with moving horizon state estimation for autonomous racing | Sep 28, 2024 | Autonomous RacingModel Predictive Control | CodeCode Available | 0 | 5 |
| Learning Dictionaries from Physical-Based Interpolation for Water Network Leak Localization | Apr 21, 2023 | Dictionary LearningState Estimation | CodeCode Available | 0 | 5 |
| Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systems | Nov 27, 2023 | Fault DiagnosisState Estimation | CodeCode Available | 0 | 5 |
| NDKF: A Neural-Enhanced Distributed Kalman Filter for Nonlinear Multi-Sensor Estimation | Feb 4, 2025 | State Estimation | CodeCode Available | 0 | 5 |
| PF-GNN: Differentiable particle filtering based approximation of universal graph representations | Jan 31, 2024 | State Estimation | CodeCode Available | 0 | 5 |
| Backprop KF: Learning Discriminative Deterministic State Estimators | May 23, 2016 | Autonomous VehiclesState Estimation | CodeCode Available | 0 | 5 |
| iCPS-DL: A Description Language for Autonomic Industrial Cyber-Physical Systems | Aug 30, 2024 | State Estimation | CodeCode Available | 0 | 5 |
| Improving state estimation through projection post-processing for activity recognition with application to football | Feb 5, 2021 | Activity RecognitionClassification | CodeCode Available | 0 | 5 |
| Low-Rank Hankel Tensor Completion for Traffic Speed Estimation | May 21, 2021 | Matrix CompletionState Estimation | CodeCode Available | 0 | 5 |
| Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges | May 16, 2025 | BenchmarkingState Estimation | CodeCode Available | 0 | 5 |
| One Homography is All You Need: IMM-based Joint Homography and Multiple Object State Estimation | Sep 4, 2024 | All | CodeCode Available | 0 | 5 |
| Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking | Feb 15, 2024 | Deep LearningMulti-Object Tracking | CodeCode Available | 0 | 5 |
| A Verifiable Framework for Cyber-Physical Attacks and Countermeasures in a Resilient Electric Power Grid | Apr 28, 2021 | energy managementManagement | CodeCode Available | 0 | 5 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Monte-Carlo Tree Search for Efficient Visually Guided Rearrangement Planning | Apr 23, 2019 | State Estimation | CodeCode Available | 0 | 5 |
| MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas | Mar 3, 2020 | Bayesian InferenceImitation Learning | CodeCode Available | 0 | 5 |
| How to Sense the World: Leveraging Hierarchy in Multimodal Perception for Robust Reinforcement Learning Agents | Oct 7, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty | Apr 26, 2021 | Autonomous Drivingcounterfactual | CodeCode Available | 0 | 5 |
| Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems | Feb 26, 2024 | parameter estimationState Estimation | CodeCode Available | 0 | 5 |
| From perception to control: an autonomous driving system for a formula student driverless car | Aug 31, 2019 | Autonomous DrivingModel Predictive Control | CodeCode Available | 0 | 5 |
| From Models To Experiments: Shallow Recurrent Decoder Networks on the DYNASTY Experimental Facility | Mar 11, 2025 | DecoderState Estimation | CodeCode Available | 0 | 5 |
| Functional observability and target state estimation in large-scale networks | Jan 18, 2022 | State Estimation | CodeCode Available | 0 | 5 |
| Numerically robust Gaussian state estimation with singular observation noise | Mar 13, 2025 | State Estimation | CodeCode Available | 0 | 5 |
| Automotive Speed Estimation: Sensor Types and Error Characteristics from OBD-II to ADAS | Dec 31, 2024 | Autonomous DrivingDiagnostic | CodeCode Available | 0 | 5 |
| Field Assessment of Force Torque Sensors for Planetary Rover Navigation | Nov 7, 2024 | State EstimationTerrain Estimation | CodeCode Available | 0 | 5 |
| Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger | Nov 30, 2018 | DecoderReal-Time Strategy Games | CodeCode Available | 0 | 5 |
| CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation | Apr 10, 2024 | Causal InferenceState Estimation | CodeCode Available | 0 | 5 |
| Extended Kalman Filter State Estimation for Autonomous Competition Robots | Oct 5, 2023 | NavigatePosition | CodeCode Available | 0 | 5 |
| On zero-shot learning in neural state estimation of power distribution systems | Aug 11, 2024 | State EstimationZero-Shot Learning | CodeCode Available | 0 | 5 |
| Exact nonlinear state estimation | Oct 17, 2023 | State Estimation | CodeCode Available | 0 | 5 |
| AlignNet-3D: Fast Point Cloud Registration of Partially Observed Objects | Oct 10, 2019 | 3D Pose EstimationMotion Estimation | CodeCode Available | 0 | 5 |
| ATOM: Accurate Tracking by Overlap Maximization | Nov 19, 2018 | General ClassificationObject Tracking | CodeCode Available | 0 | 5 |
| Distributed Weighted Least Squares Estimator Based on ADMM | Nov 5, 2020 | RelationState Estimation | CodeCode Available | 0 | 5 |
| Dual Unscented Kalman Filter Architecture for Sensor Fusion in Water Networks Leak Localization | Dec 16, 2024 | Sensor FusionState Estimation | CodeCode Available | 0 | 5 |
| Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data | Nov 6, 2024 | Low-Rank Matrix CompletionMatrix Completion | CodeCode Available | 0 | 5 |
| Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting | Mar 27, 2023 | Dimensionality ReductionState Estimation | CodeCode Available | 0 | 5 |
| 3D Multi-Object Tracking: A Baseline and New Evaluation Metrics | Jul 9, 2019 | 3D Multi-Object Tracking3D Pedestrian Tracking | CodeCode Available | 0 | 5 |
| Design of Efficient Point-Mass Filter with Application in Terrain Aided Navigation | Mar 9, 2023 | State Estimation | CodeCode Available | 0 | 5 |
| Distributed Robust Power System State Estimation | Apr 4, 2012 | State Estimation | CodeCode Available | 0 | 5 |
| End-To-End Semi-supervised Learning for Differentiable Particle Filters | Nov 11, 2020 | State Estimation | CodeCode Available | 0 | 5 |
| Deep Learning Based Speed Estimation for Constraining Strapdown Inertial Navigation on Smartphones | Aug 10, 2018 | State Estimation | CodeCode Available | 0 | 5 |
| Assisted Perception: Optimizing Observations to Communicate State | Aug 6, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |