| Online Temporal Calibration for Monocular Visual-Inertial Systems | Aug 2, 2018 | Autonomous DrivingRobot Navigation | CodeCode Available | 0 |
| Kalman Filter-based Heuristic Ensemble (KFHE): A new perspective on multi-class ensemble classification using Kalman filters | Jul 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Near-Optimal Distributed Estimation for a Network of Sensing Units Operating Under Communication Constraints | Jul 19, 2018 | State Estimation | —Unverified | 0 |
| Integrating Algorithmic Planning and Deep Learning for Partially Observable Navigation | Jul 17, 2018 | Deep LearningNavigate | —Unverified | 0 |
| Constrained State Estimation -- A Review | Jul 10, 2018 | State Estimation | —Unverified | 0 |
| Learning Traffic Flow Dynamics using Random Fields | Jun 22, 2018 | Autonomous VehiclesState Estimation | —Unverified | 0 |
| Robust Object Tracking with Crow Search Optimized Multi-cue Particle Filter | Jun 11, 2018 | Object TrackingOutlier Detection | —Unverified | 0 |
| Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors | May 28, 2018 | State Estimation | CodeCode Available | 1 |
| Particle Filter Networks with Application to Visual Localization | May 23, 2018 | Object TrackingState Estimation | CodeCode Available | 0 |
| An Enhanced MPPT Method based on ANN-assisted Sequential Monte Carlo and Quickest Change Detection | May 13, 2018 | Change DetectionPoint Tracking | —Unverified | 0 |
| Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems | May 2, 2018 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring | Apr 30, 2018 | Fault DiagnosisPrognosis | —Unverified | 0 |
| VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry | Apr 23, 2018 | Outdoor LocalizationScene Understanding | —Unverified | 0 |
| Learning Robotic Assembly from CAD | Mar 20, 2018 | Contact-rich ManipulationMotion Planning | —Unverified | 0 |
| Event-triggered Learning for Resource-efficient Networked Control | Mar 5, 2018 | State Estimation | —Unverified | 0 |
| Relocalization, Global Optimization and Map Merging for Monocular Visual-Inertial SLAM | Mar 5, 2018 | global-optimizationPose Estimation | CodeCode Available | 0 |
| IONet: Learning to Cure the Curse of Drift in Inertial Odometry | Jan 30, 2018 | Indoor LocalizationState Estimation | —Unverified | 0 |
| A Deep Generative Adversarial Architecture for Network-Wide Spatial-Temporal Traffic State Estimation | Jan 5, 2018 | Missing ValuesState Estimation | —Unverified | 0 |
| Quickest Attack Detection in Smart Grid Based on Sequential Monte Carlo Filtering | Dec 22, 2017 | State Estimation | —Unverified | 0 |
| Learning to See Physics via Visual De-animation | Dec 1, 2017 | Future predictionState Estimation | —Unverified | 0 |
| Contracting Nonlinear Observers: Convex Optimization and Learning from Data | Nov 22, 2017 | State Estimation | —Unverified | 0 |
| Deep Forward and Inverse Perceptual Models for Tracking and Prediction | Oct 31, 2017 | Image GenerationState Estimation | —Unverified | 0 |
| Learning hard quantum distributions with variational autoencoders | Oct 2, 2017 | State Estimation | —Unverified | 0 |
| Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High Speed Scenarios | Sep 19, 2017 | State Estimation | —Unverified | 0 |
| The Generalized Cross Validation Filter | Jun 8, 2017 | State Estimation | —Unverified | 0 |
| Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation | May 30, 2017 | Autonomous NavigationSensor Fusion | —Unverified | 0 |
| Identification of Gaussian Process State Space Models | May 30, 2017 | State EstimationState Space Models | —Unverified | 0 |
| Power Systems Data Fusion based on Belief Propagation | May 24, 2017 | State Estimation | —Unverified | 0 |
| A Bayesian Filtering Algorithm for Gaussian Mixture Models | May 16, 2017 | State Estimation | —Unverified | 0 |
| Pop-up SLAM: Semantic Monocular Plane SLAM for Low-texture Environments | Mar 21, 2017 | Motion PlanningScene Understanding | —Unverified | 0 |
| Direct Monocular Odometry Using Points and Lines | Mar 19, 2017 | State EstimationStereo Matching | —Unverified | 0 |
| Weak Adaptive Submodularity and Group-Based Active Diagnosis with Applications to State Estimation with Persistent Sensor Faults | Jan 24, 2017 | Decision MakingMedical Diagnosis | —Unverified | 0 |
| Enhancing Observability in Distribution Grids using Smart Meter Data | Dec 20, 2016 | State Estimation | —Unverified | 0 |
| A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics | Dec 1, 2016 | Bayesian InferenceState Estimation | —Unverified | 0 |
| The Neural Particle Filter | Nov 30, 2016 | State Estimation | —Unverified | 0 |
| Online Visual Multi-Object Tracking via Labeled Random Finite Set Filtering | Nov 18, 2016 | ManagementMulti-Object Tracking | —Unverified | 0 |
| Joint Target Detection and Tracking in Multipath Environment: A Variational Bayesian Approach | Oct 27, 2016 | Bayesian InferenceState Estimation | —Unverified | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 |
| Team-Optimal Distributed MMSE Estimation in General and Tree Networks | Oct 3, 2016 | State Estimation | —Unverified | 0 |
| Optimal Encoding and Decoding for Point Process Observations: an Approximate Closed-Form Filter | Sep 12, 2016 | FormState Estimation | —Unverified | 0 |
| Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process | Aug 30, 2016 | State EstimationState Space Models | —Unverified | 0 |
| Maximum Correntropy Unscented Filter | Aug 26, 2016 | State Estimation | —Unverified | 0 |
| Backprop KF: Learning Discriminative Deterministic State Estimators | May 23, 2016 | Autonomous VehiclesState Estimation | CodeCode Available | 0 |
| Online Multi-Target Tracking Using Recurrent Neural Networks | Apr 13, 2016 | CPUState Estimation | —Unverified | 0 |
| State-space models' dirty little secrets: even simple linear Gaussian models can have estimation problems | Mar 29, 2016 | State EstimationState Space Models | —Unverified | 0 |
| Towards Practical Bayesian Parameter and State Estimation | Mar 29, 2016 | parameter estimationState Estimation | —Unverified | 0 |
| Reducing local minima in fitness landscapes of parameter estimation by using piecewise evaluation and state estimation | Jan 18, 2016 | Articlesparameter estimation | —Unverified | 0 |
| A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding | Dec 1, 2015 | State Estimation | —Unverified | 0 |
| Learning Deep Control Policies for Autonomous Aerial Vehicles with MPC-Guided Policy Search | Sep 22, 2015 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| When Crowdsourcing Meets Mobile Sensing: A Social Network Perspective | Aug 3, 2015 | Decision MakingState Estimation | —Unverified | 0 |