| Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown | Oct 1, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs | Feb 16, 2025 | GSM8KThompson Sampling | —Unverified | 0 | 0 |
| Uncertainty-Aware Step-wise Verification with Generative Reward Models | Feb 16, 2025 | Mathematical ReasoningUncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture | Dec 23, 2020 | BIG-bench Machine LearningUncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence | Mar 18, 2025 | Question AnsweringUncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty-driven Exploration Strategies for Online Grasp Learning | Sep 21, 2023 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation | Oct 24, 2024 | Active LearningImage Segmentation | —Unverified | 0 | 0 |
| Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs | Nov 24, 2020 | Out-of-Distribution Detectionreinforcement-learning | —Unverified | 0 | 0 |
| Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion | Nov 20, 2023 | Image-to-Image TranslationUncertainty Quantification | —Unverified | 0 | 0 |
| Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture Models | Dec 9, 2022 | Speech EnhancementUncertainty Quantification | —Unverified | 0 | 0 |
