| Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency | Feb 7, 2025 | Abstractive Text SummarizationMachine Translation | —Unverified | 0 |
| Capturing Extreme Events in Turbulence using an Extreme Variational Autoencoder (xVAE) | Feb 7, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems | Feb 7, 2025 | Conformal PredictionDeblurring | —Unverified | 0 |
| Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models | Feb 6, 2025 | Drug DiscoveryUncertainty Quantification | CodeCode Available | 1 |
| Calibrated Physics-Informed Uncertainty Quantification | Feb 6, 2025 | Conformal PredictionUncertainty Quantification | —Unverified | 0 |
| Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to Generalization | Feb 6, 2025 | BenchmarkingUncertainty Quantification | —Unverified | 0 |
| AL-PINN: Active Learning-Driven Physics-Informed Neural Networks for Efficient Sample Selection in Solving Partial Differential Equations | Feb 6, 2025 | Active LearningComputational Efficiency | —Unverified | 0 |
| Parametric Scaling Law of Tuning Bias in Conformal Prediction | Feb 5, 2025 | Conformal PredictionHoldout Set | CodeCode Available | 0 |
| Algorithms with Calibrated Machine Learning Predictions | Feb 5, 2025 | SchedulingUncertainty Quantification | —Unverified | 0 |
| SiLVR: Scalable Lidar-Visual Radiance Field Reconstruction with Uncertainty Quantification | Feb 4, 2025 | 3D ReconstructionNeRF | —Unverified | 0 |