| PolytopeWalk: Sparse MCMC Sampling over Polytopes | Dec 9, 2024 | Uncertainty Quantification | CodeCode Available | 1 |
| Post-hoc Probabilistic Vision-Language Models | Dec 8, 2024 | Active LearningUncertainty Quantification | CodeCode Available | 1 |
| Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification | Nov 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| Modelling Global Trade with Optimal Transport | Sep 10, 2024 | Uncertainty Quantification | CodeCode Available | 1 |
| Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels | Sep 6, 2024 | Drug Discoveryregression | CodeCode Available | 1 |
| Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification | Sep 2, 2024 | ClassificationConformal Prediction | CodeCode Available | 1 |
| Gradient-free variational learning with conditional mixture networks | Aug 29, 2024 | Computational EfficiencyMixture-of-Experts | CodeCode Available | 1 |
| DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays | Aug 27, 2024 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Uncertainty Quantification of Surrogate Models using Conformal Prediction | Aug 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Deep Generative Classification of Blood Cell Morphology | Aug 16, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 |
