| Uncertainty quantification of a three-dimensional in-stent restenosis model with surrogate modelling | Nov 11, 2021 | Uncertainty Quantification | —Unverified | 0 |
| SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks | Nov 10, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes | Nov 10, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Statistical Perspectives on Reliability of Artificial Intelligence Systems | Nov 9, 2021 | Out-of-Distribution DetectionUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification in Neural Differential Equations | Nov 8, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Gated Linear Model induced U-net for surrogate modeling and uncertainty quantification | Nov 8, 2021 | Image-to-Image RegressionUncertainty Quantification | CodeCode Available | 0 |
| Mixtures of Laplace Approximations for Improved Post-Hoc Uncertainty in Deep Learning | Nov 5, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Source-to-Source Automatic Differentiation of OpenMP Parallel Loops | Nov 2, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification | Nov 1, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Uncertainty quantification for ptychography using normalizing flows | Nov 1, 2021 | Uncertainty Quantification | —Unverified | 0 |
