| 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 |
| Uncertainty Quantification for Competency Assessment of Autonomous Agents | Jun 21, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks | Jun 19, 2022 | Generative Adversarial NetworkState Estimation | —Unverified | 0 |
| Nonparametric Multi-shape Modeling with Uncertainty Quantification | Jun 18, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift | Jun 17, 2022 | Bayesian InferenceHandwriting Recognition | —Unverified | 0 |
| Photoelectric Factor Prediction Using Automated Learning and Uncertainty Quantification | Jun 17, 2022 | GPRUncertainty Quantification | —Unverified | 0 |
| Federated Data Analytics: A Study on Linear Models | Jun 15, 2022 | Uncertainty QuantificationVariable Selection | —Unverified | 0 |
| Epistemic Deep Learning | Jun 15, 2022 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading | Jun 15, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Conformal Off-policy Prediction | Jun 14, 2022 | Conformal PredictionOff-policy evaluation | CodeCode Available | 0 |
| Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks | Jun 12, 2022 | regressionUncertainty Quantification | —Unverified | 0 |
| Evaluating Aleatoric Uncertainty via Conditional Generative Models | Jun 9, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Benchmarking Bayesian neural networks and evaluation metrics for regression tasks | Jun 8, 2022 | BenchmarkingOpen-Ended Question Answering | —Unverified | 0 |
| FedPop: A Bayesian Approach for Personalised Federated Learning | Jun 7, 2022 | Federated LearningUncertainty Quantification | —Unverified | 0 |
| A Learning- and Scenario-based MPC Design for Nonlinear Systems in LPV Framework with Safety and Stability Guarantees | Jun 6, 2022 | Bayesian InferenceModel Predictive Control | —Unverified | 0 |
| Robust Calibration with Multi-domain Temperature Scaling | Jun 6, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Masked Bayesian Neural Networks : Computation and Optimality | Jun 2, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Dynamic Linear Transformer for 3D Biomedical Image Segmentation | Jun 1, 2022 | 3D Medical Imaging SegmentationDecoder | CodeCode Available | 0 |
| Three-dimensional microstructure generation using generative adversarial neural networks in the context of continuum micromechanics | May 31, 2022 | Generative Adversarial NetworkUncertainty Quantification | CodeCode Available | 0 |
| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning | May 30, 2022 | Neural Architecture SearchSurvey | —Unverified | 0 |
