| Uncertainty Quantification for Bird's Eye View Semantic Segmentation: Methods and Benchmarks | May 31, 2024 | Autonomous DrivingBEV Segmentation | —Unverified | 0 |
| Uncertainty Quantification for Deep Learning | May 31, 2024 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification | May 31, 2024 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 1 |
| Bayesian Uncertainty Quantification for Anaerobic Digestion models | May 30, 2024 | Inductive BiasUncertainty Quantification | —Unverified | 0 |
| A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture | May 30, 2024 | SensitivitySpecificity | —Unverified | 0 |
| Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities | May 30, 2024 | Text GenerationUncertainty Quantification | CodeCode Available | 1 |
| Conformal Depression Prediction | May 29, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Valid Conformal Prediction for Dynamic GNNs | May 29, 2024 | Conformal PredictionDynamic graph embedding | CodeCode Available | 0 |
| Verifiably Robust Conformal Prediction | May 29, 2024 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 0 |
| Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction | May 28, 2024 | Conformal PredictionPrediction Intervals | CodeCode Available | 0 |