| Uncertainty-Aware Evaluation for Vision-Language Models | Feb 22, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond | Feb 22, 2024 | FormMedical Question Answering | —Unverified | 0 |
| Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests | Feb 21, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex | Feb 21, 2024 | Classifier calibrationUncertainty Quantification | CodeCode Available | 0 |
| Extending the Scope of Inference About Predictive Ability to Machine Learning Methods | Feb 20, 2024 | Time SeriesUncertainty Quantification | —Unverified | 0 |
| Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods | Feb 20, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks | Feb 19, 2024 | State EstimationUncertainty Quantification | —Unverified | 0 |
| Uncertainty quantification in fine-tuned LLMs using LoRA ensembles | Feb 19, 2024 | Multiple-choiceUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes | Feb 17, 2024 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Training Bayesian Neural Networks with Sparse Subspace Variational Inference | Feb 16, 2024 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
