| Interval Neural Networks as Instability Detectors for Image Reconstructions | Mar 27, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Interval Neural Networks: Uncertainty Scores | Mar 25, 2020 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
| On Calibration of Mixup Training for Deep Neural Networks | Mar 22, 2020 | Data AugmentationUncertainty Quantification | CodeCode Available | 0 |
| Nearest Neighbor Dirichlet Mixtures | Mar 17, 2020 | Density EstimationUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification for Demand Prediction in Contextual Dynamic Pricing | Mar 16, 2020 | Assortment OptimizationManagement | —Unverified | 0 |
| B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data | Mar 13, 2020 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Scalable Uncertainty for Computer Vision with Functional Variational Inference | Mar 6, 2020 | Depth EstimationGaussian Processes | —Unverified | 0 |
| Uncertainty Estimation Using a Single Deep Deterministic Neural Network | Mar 4, 2020 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 1 |
| Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery | Mar 3, 2020 | Activity RecognitionClustering | —Unverified | 0 |
| Uncertainty Quantification for Sparse Deep Learning | Feb 26, 2020 | Deep LearningUncertainty Quantification | —Unverified | 0 |
