| Deep composition of tensor-trains using squared inverse Rosenblatt transports | Jul 14, 2020 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification in Deep Residual Neural Networks | Jul 9, 2020 | Uncertainty Quantification | —Unverified | 0 |
| Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds | Jul 3, 2020 | 3D Semantic SegmentationDecision Making | —Unverified | 0 |
| Uncertainty Prediction for Deep Sequential Regression Using Meta Models | Jul 2, 2020 | Predictionregression | —Unverified | 0 |
| A Perspective on Gaussian Processes for Earth Observation | Jul 2, 2020 | Causal InferenceEarth Observation | —Unverified | 0 |
| Unsupervised Calibration under Covariate Shift | Jun 29, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions | Jun 29, 2020 | Uncertainty Quantification | CodeCode Available | 0 |
| A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications | Jun 26, 2020 | Autonomous VehiclesUncertainty Quantification | —Unverified | 0 |
| Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift | Jun 26, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Hyperparameter Ensembles for Robustness and Uncertainty Quantification | Jun 24, 2020 | Diversityimage-classification | CodeCode Available | 0 |
