| A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation | Jul 1, 2021 | Uncertainty QuantificationVisual Odometry | —Unverified | 0 |
| Uncertainty quantification of a thrombosis model considering the clotting assay PFA-100 | Jun 29, 2021 | SensitivityUncertainty Quantification | —Unverified | 0 |
| Laplace Redux -- Effortless Bayesian Deep Learning | Jun 28, 2021 | Deep LearningMisconceptions | CodeCode Available | 1 |
| Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation | Jun 25, 2021 | Active LearningUncertainty Quantification | —Unverified | 0 |
| Bayesian Deep Learning Hyperparameter Search for Robust Function Mapping to Polynomials with Noise | Jun 23, 2021 | Neural Architecture SearchUncertainty Quantification | —Unverified | 0 |
| Patch-Based Image Restoration using Expectation Propagation | Jun 18, 2021 | DenoisingImage Restoration | —Unverified | 0 |
| Medical Matting: A New Perspective on Medical Segmentation with Uncertainty | Jun 18, 2021 | Image MattingImage Segmentation | CodeCode Available | 1 |
| Being a Bit Frequentist Improves Bayesian Neural Networks | Jun 18, 2021 | Bayesian InferenceOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| PAC Prediction Sets Under Covariate Shift | Jun 17, 2021 | PredictionUncertainty Quantification | CodeCode Available | 0 |
| Quasi-Bayesian Dual Instrumental Variable Regression | Jun 16, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 |
