| Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems | Oct 2, 2024 | parameter estimation | CodeCode Available | 1 | 5 |
| BayesFlow: Learning complex stochastic models with invertible neural networks | Mar 13, 2020 | Bayesian InferenceEpidemiology | CodeCode Available | 1 | 5 |
| BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations | Nov 8, 2024 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| LUCIDGames: onLine UnsCented Inverse Dynamic Games forAdaptive Trajectory Prediction and Planning | Nov 16, 2020 | Autonomous Drivingparameter estimation | CodeCode Available | 1 | 5 |
| Bayesian optimized physics-informed neural network for estimating wave propagation velocities | Dec 21, 2023 | Bayesian Optimizationparameter estimation | CodeCode Available | 1 | 5 |
| Minimum Probability Flow Learning | Jun 25, 2009 | parameter estimation | CodeCode Available | 1 | 5 |
| Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity | Jul 3, 2024 | Image RegistrationMedical Image Registration | CodeCode Available | 1 | 5 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 | 5 |
| Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection | Apr 5, 2025 | parameter estimation | CodeCode Available | 1 | 5 |
| A framework for data-driven solution and parameter estimation of PDEs using conditional generative adversarial networks | May 27, 2021 | Computational EfficiencyImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Neural Parameter Estimation with Incomplete Data | Jan 8, 2025 | parameter estimation | CodeCode Available | 1 | 5 |
| NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems | Aug 26, 2022 | parameter estimationStructural Health Monitoring | CodeCode Available | 1 | 5 |
| A generative nonparametric Bayesian model for whole genomes | Dec 1, 2021 | Density Estimationmodel | CodeCode Available | 1 | 5 |
| Convolutional neural network architecture for geometric matching | Mar 16, 2017 | Geometric Matchingparameter estimation | CodeCode Available | 1 | 5 |
| Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting | Feb 24, 2020 | parameter estimationTwo-sample testing | CodeCode Available | 1 | 5 |
| A generative nonparametric Bayesian model for whole genomes | May 21, 2021 | Density Estimationparameter estimation | CodeCode Available | 1 | 5 |
| A Graduated Filter Method for Large Scale Robust Estimation | Mar 20, 2020 | parameter estimation | CodeCode Available | 1 | 5 |
| ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact | Jul 2, 2020 | Motion Planningparameter estimation | CodeCode Available | 1 | 5 |
| CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping | May 27, 2022 | ClusteringObject | CodeCode Available | 1 | 5 |
| AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification | Sep 29, 2023 | parameter estimationregression | CodeCode Available | 1 | 5 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 | 5 |
| Analyzing Federated Learning through an Adversarial Lens | Nov 29, 2018 | Federated LearningModel Poisoning | CodeCode Available | 1 | 5 |
| End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture | Aug 14, 2015 | General Classificationparameter estimation | CodeCode Available | 1 | 5 |
| Enhancing Nighttime UAV Tracking with Light Distribution Suppression | Sep 25, 2024 | Object Trackingparameter estimation | CodeCode Available | 1 | 5 |
| Contemporary Symbolic Regression Methods and their Relative Performance | Jul 29, 2021 | Benchmarkingparameter estimation | CodeCode Available | 1 | 5 |
