| VGGT: Visual Geometry Grounded Transformer | Mar 14, 2025 | Depth EstimationNovel View Synthesis | CodeCode Available | 11 |
| pgmpy: A Python Toolkit for Bayesian Networks | Apr 17, 2023 | Causal DiscoveryCausal Identification | CodeCode Available | 4 |
| A Tutorial on Structural Identifiability of Epidemic Models Using StructuralIdentifiability.jl | May 15, 2025 | parameter estimation | CodeCode Available | 2 |
| ArtGS: Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting | Feb 26, 2025 | parameter estimation | CodeCode Available | 2 |
| Tests for model misspecification in simulation-based inference: from local distortions to global model checks | Dec 19, 2024 | Anomaly Detectionmodel | CodeCode Available | 2 |
| BSD: a Bayesian framework for parametric models of neural spectra | Oct 28, 2024 | Bayesian InferenceEEG | CodeCode Available | 2 |
| The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison | May 21, 2024 | Bayesian InferenceCPU | CodeCode Available | 2 |
| pyPESTO: A modular and scalable tool for parameter estimation for dynamic models | May 2, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 2 |
| Scale-invariant Learning by Physics Inversion | Sep 30, 2021 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 2 |
| Interactive Differentiable Simulation | May 26, 2019 | Model Predictive Controlparameter estimation | CodeCode Available | 2 |
| LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data | May 14, 2025 | parameter estimation | CodeCode Available | 1 |
| HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation Statistics | May 8, 2025 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| 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 |
| Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection | Apr 5, 2025 | parameter estimation | CodeCode Available | 1 |
| Neural Parameter Estimation with Incomplete Data | Jan 8, 2025 | parameter estimation | CodeCode Available | 1 |
| Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection | Jan 1, 2025 | parameter estimation | CodeCode Available | 1 |
| GenAI4UQ: A Software for Inverse Uncertainty Quantification Using Conditional Generative Models | Dec 9, 2024 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations | Nov 8, 2024 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| Vehicle Dynamics Parameter Estimation Methodology for Virtual Automated Driving Testing | Oct 23, 2024 | parameter estimation | CodeCode Available | 1 |
| Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems | Oct 2, 2024 | parameter estimation | CodeCode Available | 1 |
| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 |
| Enhancing Nighttime UAV Tracking with Light Distribution Suppression | Sep 25, 2024 | Object Trackingparameter estimation | CodeCode Available | 1 |
| 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 |
| Enhancing Power Prediction of Photovoltaic Systems: Leveraging Dynamic Physical Model for Irradiance-to-Power Conversion | Feb 19, 2024 | parameter estimation | CodeCode Available | 1 |
| Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport | Dec 22, 2023 | Audio Signal Processingparameter estimation | CodeCode Available | 1 |
| Bayesian optimized physics-informed neural network for estimating wave propagation velocities | Dec 21, 2023 | Bayesian Optimizationparameter estimation | CodeCode Available | 1 |
| Gaussian process learning of nonlinear dynamics | Dec 19, 2023 | Bayesian Inferenceparameter estimation | CodeCode Available | 1 |
| GP+: A Python Library for Kernel-based learning via Gaussian Processes | Dec 12, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification | Sep 29, 2023 | parameter estimationregression | CodeCode Available | 1 |
| Simulating room transfer functions between transducers mounted on audio devices using a modified image source method | Sep 7, 2023 | Computational Efficiencyparameter estimation | CodeCode Available | 1 |
| PARIS: Part-level Reconstruction and Motion Analysis for Articulated Objects | Aug 14, 2023 | Articulated Object modellingMotion Estimation | CodeCode Available | 1 |
| A State-Space Perspective on Modelling and Inference for Online Skill Rating | Aug 4, 2023 | Computational Efficiencyparameter estimation | CodeCode Available | 1 |
| Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning | Jul 14, 2023 | Adversarial Robustnessparameter estimation | CodeCode Available | 1 |
| An information field theory approach to Bayesian state and parameter estimation in dynamical systems | Jun 3, 2023 | parameter estimationState Estimation | CodeCode Available | 1 |
| Inverse Rendering of Translucent Objects using Physical and Neural Renderers | May 15, 2023 | Inverse Renderingparameter estimation | CodeCode Available | 1 |
| CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators | May 10, 2023 | Bayesian InferenceComputational Efficiency | CodeCode Available | 1 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Inferring networks from time series: a neural approach | Mar 30, 2023 | parameter estimationregression | CodeCode Available | 1 |
| FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions | Mar 26, 2023 | CPUfeature selection | CodeCode Available | 1 |
| PyVBMC: Efficient Bayesian inference in Python | Mar 16, 2023 | Bayesian InferenceModel Selection | CodeCode Available | 1 |
| Eryn : A multi-purpose sampler for Bayesian inference | Mar 3, 2023 | AstronomyBayesian Inference | CodeCode Available | 1 |
| Preconditioned Score-based Generative Models | Feb 13, 2023 | Image Generationparameter estimation | CodeCode Available | 1 |
| SNR/CRB-Constrained Joint Beamforming and Reflection Designs for RIS-ISAC Systems | Jan 26, 2023 | Integrated sensing and communicationISAC | CodeCode Available | 1 |
| Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars | Dec 18, 2022 | Constituency Parsingparameter estimation | CodeCode Available | 1 |
| Sinusoidal Frequency Estimation by Gradient Descent | Oct 26, 2022 | parameter estimationTime Series | CodeCode Available | 1 |
| Neural parameter calibration for large-scale multi-agent models | Sep 27, 2022 | Epidemiologyparameter estimation | CodeCode Available | 1 |
| Likelihood-Free Parameter Estimation with Neural Bayes Estimators | Aug 27, 2022 | parameter estimationUncertainty Quantification | CodeCode Available | 1 |
| NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems | Aug 26, 2022 | parameter estimationStructural Health Monitoring | CodeCode Available | 1 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
