| Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation | Nov 15, 2023 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise | Jun 5, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Bayesian Evidential Deep Learning with PAC Regularization | Jun 3, 2019 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification | Jan 13, 2020 | Seismic ImagingUncertainty Quantification | CodeCode Available | 0 |
| Reliable deep-learning-based phase imaging with uncertainty quantification | Jan 7, 2019 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| Structured methods for parameter inference and uncertainty quantification for mechanistic models in the life sciences | Mar 4, 2024 | CaricatureUncertainty Quantification | CodeCode Available | 0 |
| Structured Variational Inference in Continuous Cox Process Models | Jun 7, 2019 | Numerical IntegrationUncertainty Quantification | CodeCode Available | 0 |
| Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction | Mar 18, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Multi-Head Multi-Loss Model Calibration | Mar 2, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks | Mar 7, 2023 | PredictionUncertainty Quantification | CodeCode Available | 0 |