| Accelerating Ensemble Error Bar Prediction with Single Models Fits | Apr 15, 2024 | Data AugmentationPrediction | —Unverified | 0 |
| ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs | Apr 15, 2024 | Uncertainty QuantificationWeather Forecasting | CodeCode Available | 2 |
| Epistemic Uncertainty Quantification For Pre-trained Neural Network | Apr 15, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 |
| Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies | Apr 12, 2024 | Binary ClassificationUncertainty Quantification | —Unverified | 0 |
| Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning | Apr 12, 2024 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Combining Statistical Depth and Fermat Distance for Uncertainty Quantification | Apr 12, 2024 | Uncertainty Quantification | —Unverified | 0 |
| On the Independence Assumption in Neurosymbolic Learning | Apr 12, 2024 | Uncertainty Quantificationvalid | —Unverified | 0 |
| Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite Data | Apr 12, 2024 | Decision MakingEarth Observation | CodeCode Available | 0 |
| Inferring Change Points in High-Dimensional Regression via Approximate Message Passing | Apr 11, 2024 | regressionUncertainty Quantification | —Unverified | 0 |
| Deep Generative Data Assimilation in Multimodal Setting | Apr 10, 2024 | Image GenerationUncertainty Quantification | CodeCode Available | 1 |