| Assessment of Prediction Intervals Using Uncertainty Characteristics Curves | Oct 4, 2023 | PredictionPrediction Intervals | —Unverified | 0 |
| ELUQuant: Event-Level Uncertainty Quantification in Deep Inelastic Scattering | Oct 4, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Uncertainty Quantification in Inverse Models in Hydrology | Oct 3, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models | Oct 2, 2023 | Dimensionality ReductionGenerative Adversarial Network | CodeCode Available | 0 |
| Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval | Sep 29, 2023 | Cross-Modal RetrievalImage-text matching | CodeCode Available | 1 |
| Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior | Sep 29, 2023 | Uncertainty Quantification | —Unverified | 0 |
| On the Disconnect Between Theory and Practice of Neural Networks: Limits of the NTK Perspective | Sep 29, 2023 | Continual LearningUncertainty Quantification | —Unverified | 0 |
| LoRA ensembles for large language model fine-tuning | Sep 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Uncertainty Quantification for Eosinophil Segmentation | Sep 28, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization | Sep 27, 2023 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 |
| Uncertainty Quantification via Neural Posterior Principal Components | Sep 27, 2023 | Autonomous DrivingDenoising | —Unverified | 0 |
| Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design | Sep 27, 2023 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| The Robust Semantic Segmentation UNCV2023 Challenge Results | Sep 27, 2023 | Autonomous DrivingSegmentation | —Unverified | 0 |
| Characterising User Transfer Amid Industrial Resource Variation: A Bayesian Nonparametric Approach | Sep 25, 2023 | Decision MakingManagement | —Unverified | 0 |
| DPA-WNO: A gray box model for a class of stochastic mechanics problem | Sep 24, 2023 | Operator learningUncertainty Quantification | —Unverified | 0 |
| On the Posterior Distribution in Denoising: Application to Uncertainty Quantification | Sep 24, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications | Sep 22, 2023 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space | Sep 21, 2023 | GPURepresentation Learning | CodeCode Available | 1 |
| Explaining Predictive Uncertainty with Information Theoretic Shapley Values | Sep 21, 2023 | Active LearningDecision Making Under Uncertainty | CodeCode Available | 1 |
| Uncertainty-driven Exploration Strategies for Online Grasp Learning | Sep 21, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks | Sep 20, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds | Sep 19, 2023 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 0 |
| Adversarial Attacks Against Uncertainty Quantification | Sep 19, 2023 | Semantic SegmentationUncertainty Quantification | —Unverified | 0 |
| Using AI Uncertainty Quantification to Improve Human Decision-Making | Sep 19, 2023 | Decision Makingscoring rule | —Unverified | 0 |
| Multi-fidelity climate model parameterization for better generalization and extrapolation | Sep 19, 2023 | 4kUncertainty Quantification | —Unverified | 0 |