| Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference | Dec 8, 2023 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 1 |
| Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models | Dec 8, 2023 | DenoisingUncertainty Quantification | CodeCode Available | 1 |
| Neural parameter calibration and uncertainty quantification for epidemic forecasting | Dec 5, 2023 | Uncertainty Quantification | CodeCode Available | 1 |
| Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical Simulations | Dec 2, 2023 | Active LearningGaussian Processes | CodeCode Available | 1 |
| Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging | Nov 30, 2023 | Uncertainty Quantification | CodeCode Available | 1 |
| Evidential Uncertainty Quantification: A Variance-Based Perspective | Nov 19, 2023 | Active LearningClassification | CodeCode Available | 1 |
| Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling | Nov 15, 2023 | Uncertainty Quantification | CodeCode Available | 1 |
| Thin and Deep Gaussian Processes | Oct 17, 2023 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 1 |
| On the Properties and Estimation of Pointwise Mutual Information Profiles | Oct 16, 2023 | Mutual Information EstimationUncertainty Quantification | CodeCode Available | 1 |
| Provable Probabilistic Imaging using Score-Based Generative Priors | Oct 16, 2023 | DenoisingImage Reconstruction | CodeCode Available | 1 |
