| NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data | Aug 8, 2022 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation | Aug 5, 2022 | HippocampusLesion Segmentation | —Unverified | 0 |
| Interpretable Uncertainty Quantification in AI for HEP | Aug 5, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs | Aug 2, 2022 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Towards Clear Expectations for Uncertainty Estimation | Jul 27, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Conformal Prediction Bands for Two-Dimensional Functional Time Series | Jul 27, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control | Jul 27, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers | Jul 23, 2022 | Operator learningUncertainty Quantification | —Unverified | 0 |
| Complementing Semi-Supervised Learning with Uncertainty Quantification | Jul 22, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection | Jul 22, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |