| HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation Statistics | May 8, 2025 | parameter estimationUncertainty Quantification | CodeCode Available | 1 | 5 |
| PyVBMC: Efficient Bayesian inference in Python | Mar 16, 2023 | Bayesian InferenceModel Selection | CodeCode Available | 1 | 5 |
| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState 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 |
| Enhancing Nighttime UAV Tracking with Light Distribution Suppression | Sep 25, 2024 | Object Trackingparameter estimation | CodeCode Available | 1 | 5 |
| Convolutional neural network architecture for geometric matching | Mar 16, 2017 | Geometric Matchingparameter estimation | CodeCode Available | 1 | 5 |
| CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping | May 27, 2022 | ClusteringObject | CodeCode Available | 1 | 5 |
| CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators | May 10, 2023 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 | 5 |
| Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection | Jan 1, 2025 | parameter estimation | CodeCode Available | 1 | 5 |
| Enhancing Power Prediction of Photovoltaic Systems: Leveraging Dynamic Physical Model for Irradiance-to-Power Conversion | Feb 19, 2024 | parameter estimation | CodeCode Available | 1 | 5 |
| Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport | Dec 22, 2023 | Audio Signal Processingparameter estimation | CodeCode Available | 1 | 5 |
| Variational Autoencoders for Collaborative Filtering | Feb 16, 2018 | Bayesian InferenceCollaborative Filtering | CodeCode Available | 1 | 5 |
| A guided edge-aware smoothing-sharpening filter based on patch interpolation model and generalized Gamma distribution | Jul 30, 2021 | Image Enhancementparameter estimation | CodeCode Available | 1 | 5 |
| A Graduated Filter Method for Large Scale Robust Estimation | Mar 20, 2020 | parameter estimation | 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 |
| A generative nonparametric Bayesian model for whole genomes | Dec 1, 2021 | Density Estimationmodel | CodeCode Available | 1 | 5 |
| Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection | Apr 5, 2025 | 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 |
| 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 |
| 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 |
| Exact linear reduction for rational dynamical systems | Jan 31, 2022 | parameter estimation | CodeCode Available | 1 | 5 |
| An Efficient Deep Learning Model for Automatic Modulation Recognition Based on Parameter Estimation and Transformation | Oct 11, 2021 | Automatic Modulation RecognitionIntelligent Communication | CodeCode Available | 1 | 5 |
| A new method for parameter estimation in probabilistic models: Minimum probability flow | Jul 17, 2020 | parameter estimation | CodeCode Available | 1 | 5 |
| A Control-Oriented Simplified Single Particle Model with Grouped Parameter and Sensitivity Analysis for Lithium-Ion Batteries | Apr 8, 2025 | Computational Efficiencyparameter estimation | CodeCode Available | 1 | 5 |
| Finite-dimensional Gaussian approximation with linear inequality constraints | Oct 20, 2017 | parameter estimationUncertainty Quantification | CodeCode Available | 1 | 5 |
| GenAI4UQ: A Software for Inverse Uncertainty Quantification Using Conditional Generative Models | Dec 9, 2024 | parameter estimationUncertainty Quantification | CodeCode Available | 1 | 5 |
| An information field theory approach to Bayesian state and parameter estimation in dynamical systems | Jun 3, 2023 | parameter estimationState Estimation | CodeCode Available | 1 | 5 |
| A generative nonparametric Bayesian model for whole genomes | May 21, 2021 | Density Estimationparameter estimation | CodeCode Available | 1 | 5 |
| Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings | Jul 29, 2021 | parameter estimationSpeech Dereverberation | CodeCode Available | 1 | 5 |
| A State-Space Perspective on Modelling and Inference for Online Skill Rating | Aug 4, 2023 | Computational Efficiencyparameter estimation | CodeCode Available | 1 | 5 |
| Image Processing and Quality Control for Abdominal Magnetic Resonance Imaging in the UK Biobank | Jul 2, 2020 | parameter estimation | CodeCode Available | 1 | 5 |
| Deep Structural Estimation: With an Application to Option Pricing | Feb 18, 2021 | parameter estimation | CodeCode Available | 1 | 5 |
| Inverse Rendering of Translucent Objects using Physical and Neural Renderers | May 15, 2023 | Inverse Renderingparameter estimation | CodeCode Available | 1 | 5 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | CodeCode Available | 1 | 5 |
| Latent Dirichlet Allocation | Jan 1, 2003 | Collaborative Filteringparameter estimation | CodeCode Available | 1 | 5 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | 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 |
| Enhancing Discrete Choice Models with Representation Learning | Dec 23, 2018 | Discrete Choice Modelsparameter estimation | 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 |
| 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 |
| 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 |
| Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning | Jul 14, 2023 | Adversarial Robustnessparameter estimation | CodeCode Available | 1 | 5 |
| Eryn : A multi-purpose sampler for Bayesian inference | Mar 3, 2023 | AstronomyBayesian Inference | CodeCode Available | 1 | 5 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 | 5 |
| Noise-Contrastive Estimation for Multivariate Point Processes | Nov 2, 2020 | parameter estimationPoint Processes | CodeCode Available | 1 | 5 |
| Non-negative matrix factorization algorithms greatly improve topic model fits | May 27, 2021 | parameter estimationTopic Models | CodeCode Available | 1 | 5 |
| NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems | Aug 26, 2022 | parameter estimationStructural Health Monitoring | CodeCode Available | 1 | 5 |
| Wide-angle Image Rectification: A Survey | Oct 30, 2020 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
