| Traffic State Estimation and Uncertainty Quantification at Signalized Intersections with Low Penetration Rate Vehicle Trajectory Data | Apr 2, 2024 | State EstimationUncertainty Quantification | —Unverified | 0 |
| From Robustness to Improved Generalization and Calibration in Pre-trained Language Models | Mar 31, 2024 | Domain GeneralizationUncertainty Quantification | —Unverified | 0 |
| LUQ: Long-text Uncertainty Quantification for LLMs | Mar 29, 2024 | Text GenerationUncertainty Quantification | CodeCode Available | 1 |
| Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets | Mar 29, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Screening for Diabetes Mellitus in the U.S. Population Using Neural Network Models and Complex Survey Designs | Mar 28, 2024 | SurveyUncertainty Quantification | —Unverified | 0 |
| On Uncertainty Quantification for Near-Bayes Optimal Algorithms | Mar 28, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation | Mar 28, 2024 | Decision MakingImage Segmentation | —Unverified | 0 |
| Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction | Mar 28, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 |
| R2D2 image reconstruction with model uncertainty quantification in radio astronomy | Mar 26, 2024 | AstronomyImage Reconstruction | —Unverified | 0 |
| Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting | Mar 26, 2024 | Motion ForecastingTrajectory Forecasting | CodeCode Available | 0 |
| Uncertainty Quantification for Gradient-based Explanations in Neural Networks | Mar 25, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes | Mar 25, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Bridging the Sim-to-Real Gap with Bayesian Inference | Mar 25, 2024 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Enabling Uncertainty Estimation in Iterative Neural Networks | Mar 25, 2024 | Bayesian OptimizationOut-of-Distribution Detection | CodeCode Available | 1 |
| An Analytic Solution to Covariance Propagation in Neural Networks | Mar 24, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Conformal online model aggregation | Mar 22, 2024 | Conformal Predictionmodel | CodeCode Available | 0 |
| Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models | Mar 22, 2024 | Federated LearningUncertainty Quantification | —Unverified | 0 |
| Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection | Mar 21, 2024 | Gaussian ProcessesMultiple Instance Learning | CodeCode Available | 0 |
| Bayesian Physics-informed Neural Networks for System Identification of Inverter-dominated Power Systems | Mar 20, 2024 | Transfer LearningUncertainty Quantification | —Unverified | 0 |
| Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs | Mar 20, 2024 | Uncertainty Quantificationvalid | CodeCode Available | 0 |
| Uncertainty quantification for data-driven weather models | Mar 20, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge | Mar 19, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It | Mar 19, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Fast Value Tracking for Deep Reinforcement Learning | Mar 19, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Estimation and Analysis of Slice Propagation Uncertainty in 3D Anatomy Segmentation | Mar 18, 2024 | AnatomySegmentation | CodeCode Available | 0 |
