| Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction | Jun 16, 2023 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| MUBen: Benchmarking the Uncertainty of Molecular Representation Models | Jun 14, 2023 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings | Jun 13, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems | Jun 13, 2023 | Uncertainty Quantification | —Unverified | 0 |
| A Brief Review of Hypernetworks in Deep Learning | Jun 12, 2023 | Causal InferenceContinual Learning | CodeCode Available | 0 |
| Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing | Jun 11, 2023 | Probabilistic Deep Learningregression | CodeCode Available | 0 |
| Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks | Jun 9, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| Conformal Prediction for Federated Uncertainty Quantification Under Label Shift | Jun 8, 2023 | Conformal PredictionFederated Learning | —Unverified | 0 |
| Real-time whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations | Jun 8, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling | Jun 7, 2023 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
