| Rational Kriging | Dec 8, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models | Dec 8, 2023 | DenoisingUncertainty Quantification | CodeCode Available | 1 |
| Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference | Dec 8, 2023 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 1 |
| Thermodynamic Computing System for AI Applications | Dec 8, 2023 | Uncertainty Quantification | —Unverified | 0 |
| A Study on the Calibration of In-context Learning | Dec 7, 2023 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging | Dec 6, 2023 | EEGRepresentation Learning | CodeCode Available | 0 |
| Neural parameter calibration and uncertainty quantification for epidemic forecasting | Dec 5, 2023 | Uncertainty Quantification | CodeCode Available | 1 |
| Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator | Dec 4, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 0 |
| Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees | Dec 4, 2023 | Conformal PredictionUncertainty Quantification | —Unverified | 0 |
| Second-Order Uncertainty Quantification: A Distance-Based Approach | Dec 2, 2023 | Uncertainty Quantification | —Unverified | 0 |