| Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement | Jul 31, 2019 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty | Jul 26, 2019 | Uncertainty Quantification | —Unverified | 0 |
| Deep convolutional neural networks for uncertainty propagation in random fields | Jul 24, 2019 | Uncertainty Quantification | —Unverified | 0 |
| Supervised Uncertainty Quantification for Segmentation with Multiple Annotations | Jul 3, 2019 | DiversitySegmentation | CodeCode Available | 0 |
| Parameter Estimation and Uncertainty Quantification for Systems Biology Models | Jun 26, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Simultaneous Prediction Intervals for Patient-Specific Survival Curves | Jun 25, 2019 | DescriptivePrediction | CodeCode Available | 0 |
| Quality of Uncertainty Quantification for Bayesian Neural Network Inference | Jun 24, 2019 | General Classificationregression | —Unverified | 0 |
| Modeling the Dynamics of PDE Systems with Physics-Constrained Deep Auto-Regressive Networks | Jun 13, 2019 | DecoderUncertainty Quantification | CodeCode Available | 0 |
| Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes | Jun 12, 2019 | Activity RecognitionAudio Classification | CodeCode Available | 0 |
| Inference and Uncertainty Quantification for Noisy Matrix Completion | Jun 10, 2019 | Matrix CompletionUncertainty Quantification | —Unverified | 0 |
