| Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty Quantification | Jun 4, 2024 | Deep LearningProbabilistic Deep Learning | CodeCode Available | 0 |
| DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractography | Dec 12, 2018 | Probabilistic Deep LearningWhite Matter Fiber Tractography | CodeCode Available | 0 |
| Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price Prediction | Jun 19, 2024 | Probabilistic Deep LearningStock Price Prediction | CodeCode Available | 0 |
| Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift | Jun 6, 2019 | Probabilistic Deep Learning | CodeCode Available | 0 |
| Hybrid Models with Deep and Invertible Features | Feb 7, 2019 | Probabilistic Deep Learning | CodeCode Available | 0 |
| Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets | Oct 25, 2023 | Numerical IntegrationProbabilistic Deep Learning | CodeCode Available | 0 |
| Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition | Feb 2, 2023 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing | Jun 11, 2023 | Probabilistic Deep Learningregression | CodeCode Available | 0 |
| Kernel Density Matrices for Probabilistic Deep Learning | May 26, 2023 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness | May 1, 2022 | Data AugmentationDeep Learning | CodeCode Available | 0 |
