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| PAC Prediction Sets for Meta-Learning | Jul 6, 2022 | Autonomous VehiclesMeta-Learning | —Unverified | 0 |
| Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets | Jul 5, 2022 | Conformal PredictionDeep Learning | CodeCode Available | 0 |
| Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection | Jul 4, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| Uncertainty Quantification for Deep Unrolling-Based Computational Imaging | Jul 2, 2022 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Quantification of Deep Neural Network Prediction Uncertainties for VVUQ of Machine Learning Models | Jun 27, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection | Jun 26, 2022 | BIG-bench Machine LearningOut-of-Distribution Detection | —Unverified | 0 |
| Sequential image recovery using joint hierarchical Bayesian learning | Jun 25, 2022 | DeblurringUncertainty Quantification | —Unverified | 0 |
| Three Applications of Conformal Prediction for Rating Breast Density in Mammography | Jun 23, 2022 | Conformal PredictionDeep Learning | —Unverified | 0 |
| Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management | Jun 21, 2022 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
