| VGGT: Visual Geometry Grounded Transformer | Mar 14, 2025 | Depth EstimationNovel View Synthesis | CodeCode Available | 11 | 5 |
| pgmpy: A Python Toolkit for Bayesian Networks | Apr 17, 2023 | Causal DiscoveryCausal Identification | CodeCode Available | 4 | 5 |
| BSD: a Bayesian framework for parametric models of neural spectra | Oct 28, 2024 | Bayesian InferenceEEG | CodeCode Available | 2 | 5 |
| Tests for model misspecification in simulation-based inference: from local distortions to global model checks | Dec 19, 2024 | Anomaly Detectionmodel | CodeCode Available | 2 | 5 |
| Scale-invariant Learning by Physics Inversion | Sep 30, 2021 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 2 | 5 |
| pyPESTO: A modular and scalable tool for parameter estimation for dynamic models | May 2, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 2 | 5 |
| Interactive Differentiable Simulation | May 26, 2019 | Model Predictive Controlparameter estimation | CodeCode Available | 2 | 5 |
| The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison | May 21, 2024 | Bayesian InferenceCPU | CodeCode Available | 2 | 5 |
| ArtGS: Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting | Feb 26, 2025 | parameter estimation | CodeCode Available | 2 | 5 |
| A Tutorial on Structural Identifiability of Epidemic Models Using StructuralIdentifiability.jl | May 15, 2025 | parameter estimation | CodeCode Available | 2 | 5 |
| Blind Room Parameter Estimation Using Multiple-Multichannel Speech Recordings | Jul 29, 2021 | parameter estimationSpeech Dereverberation | 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 |
| 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 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | 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 |
| A User's Guide to Calibrating Robotics Simulators | Nov 17, 2020 | Decision Makingparameter estimation | 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 |
| A generative nonparametric Bayesian model for whole genomes | May 21, 2021 | Density Estimationparameter estimation | CodeCode Available | 1 | 5 |
| BayesFlow: Learning complex stochastic models with invertible neural networks | Mar 13, 2020 | Bayesian InferenceEpidemiology | CodeCode Available | 1 | 5 |
| A generative nonparametric Bayesian model for whole genomes | Dec 1, 2021 | Density Estimationmodel | 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 |
| 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 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 |
| Analyzing Federated Learning through an Adversarial Lens | Nov 29, 2018 | Federated LearningModel Poisoning | CodeCode Available | 1 | 5 |
