| On the Need to Align Intent and Implementation in Uncertainty Quantification for Machine Learning | Jun 3, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs | Jun 3, 2025 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning | Jun 1, 2025 | Contrastive LearningPrediction | —Unverified | 0 |
| UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs | May 31, 2025 | Surface ReconstructionUncertainty Quantification | —Unverified | 0 |
| Understanding while Exploring: Semantics-driven Active Mapping | May 30, 2025 | 3DGSInformativeness | —Unverified | 0 |
| JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows | May 29, 2025 | Conformal PredictionNormalising Flows | —Unverified | 0 |
| Why Machine Learning Models Fail to Fully Capture Epistemic Uncertainty | May 29, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement | May 29, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data | May 28, 2025 | FormTransfer Learning | —Unverified | 0 |
| Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents | May 28, 2025 | ChatbotLanguage Modeling | —Unverified | 0 |
