| Time Series Clustering with an EM algorithm for Mixtures of Linear Gaussian State Space Models | Aug 25, 2022 | ClusteringModel Selection | CodeCode Available | 0 |
| A Causality-Based Learning Approach for Discovering the Underlying Dynamics of Complex Systems from Partial Observations with Stochastic Parameterization | Aug 19, 2022 | Causal Inferenceparameter estimation | —Unverified | 0 |
| CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks | Aug 18, 2022 | Meta-Learningparameter estimation | —Unverified | 0 |
| Retrospective Cost Parameter Estimation with Application to Space Weather Modeling | Aug 15, 2022 | parameter estimation | —Unverified | 0 |
| Parameter Estimation in Ill-conditioned Low-inertia Power Systems | Aug 9, 2022 | Connectivity Estimationparameter estimation | —Unverified | 0 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 |
| Robust Quantitative Susceptibility Mapping via Approximate Message Passing with Parameter Estimation | Jul 29, 2022 | parameter estimationSSIM | CodeCode Available | 0 |
| Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination | Jul 27, 2022 | DisentanglementNovel View Synthesis | —Unverified | 0 |
| A Supervised Tensor Dimension Reduction-Based Prognostics Model for Applications with Incomplete Imaging Data | Jul 22, 2022 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| A Two-stage Multiband WiFi Sensing Scheme via Stochastic Particle-Based Variational Bayesian Inference | Jul 21, 2022 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
| Spatio-temporal models of infectious disease with high rates of asymptomatic transmission | Jul 20, 2022 | parameter estimation | —Unverified | 0 |
| Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals | Jul 16, 2022 | parameter estimation | —Unverified | 0 |
| Analysis of social interactions in group-housed animals using dyadic linear models | Jul 14, 2022 | parameter estimation | CodeCode Available | 0 |
| Beam-Space MIMO Radar for Joint Communication and Sensing with OTFS Modulation | Jul 12, 2022 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Continuous Target-free Extrinsic Calibration of a Multi-Sensor System from a Sequence of Static Viewpoints | Jul 8, 2022 | parameter estimation | —Unverified | 0 |
| Stochastic Variational Methods in Generalized Hidden Semi-Markov Models to Characterize Functionality in Random Heteropolymers | Jul 5, 2022 | parameter estimation | —Unverified | 0 |
| Input Sequence and Parameter Estimation in Impulsive Biomedical Models | Jul 4, 2022 | parameter estimationTime Series | —Unverified | 0 |
| How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? | Jul 1, 2022 | Diffusion MRIparameter estimation | —Unverified | 0 |
| Multiband Delay Estimation for Localization Using a Two-Stage Global Estimation Scheme | Jun 20, 2022 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Parameter Estimation Methods of Required Rate of Return on Stock | Jun 20, 2022 | parameter estimation | —Unverified | 0 |
| A new algorithm for structural restrictions in Bayesian vector autoregressions | Jun 14, 2022 | Formparameter estimation | —Unverified | 0 |
| Concurrent Learning Based Adaptive Control of Euler Lagrange Systems with Guaranteed Parameter Convergence | Jun 12, 2022 | parameter estimationPosition | —Unverified | 0 |
| On the safe use of prior densities for Bayesian model selection | Jun 10, 2022 | Bayesian InferenceModel Selection | —Unverified | 0 |
| Observation Site Selection for Physical Model Parameter Estimation toward Process-Driven Seismic Wavefield Reconstruction | Jun 9, 2022 | parameter estimationSensitivity | —Unverified | 0 |
