| Probabilistic Deep Learning with Generalised Variational Inference | Nov 22, 2021 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations | Nov 22, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings | Nov 18, 2021 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach | Nov 17, 2021 | DiversityOpen-Ended Question Answering | —Unverified | 0 |
| Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network | Nov 14, 2021 | Computational EfficiencyDecoder | —Unverified | 0 |
| 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 |
| Gated Linear Model induced U-net for surrogate modeling and uncertainty quantification | Nov 8, 2021 | Image-to-Image RegressionUncertainty Quantification | CodeCode Available | 0 |
