| ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks | May 10, 2023 | Deep LearningGraph Attention | —Unverified | 0 | 0 |
| Stochastic full waveform inversion with deep generative prior for uncertainty quantification | Jun 7, 2024 | Bayesian InferenceSeismic Imaging | —Unverified | 0 | 0 |
| Stochastic Inference of Plate Bending from Heterogeneous Data: Physics-informed Gaussian Processes via Kirchhoff-Love Theory | May 21, 2024 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 | 0 |
| Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate | Feb 21, 2022 | DecoderUncertainty Quantification | —Unverified | 0 | 0 |
| Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction | Apr 1, 2025 | Conformal Predictionenergy management | —Unverified | 0 | 0 |
| Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations | Sep 5, 2021 | NeRFNovel View Synthesis | —Unverified | 0 | 0 |
| Stochastic Online Conformal Prediction with Semi-Bandit Feedback | May 22, 2024 | Conformal Predictionimage-classification | —Unverified | 0 | 0 |
| Stochastic spectral embedding | Apr 9, 2020 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Stochastic Super-resolution of Cosmological Simulations with Denoising Diffusion Models | Oct 10, 2023 | DenoisingDiversity | —Unverified | 0 | 0 |
| Stochastic Time-Optimal Trajectory Planning for Connected and Automated Vehicles in Mixed-Traffic Merging Scenarios | Oct 31, 2023 | regressionTrajectory Planning | —Unverified | 0 | 0 |
| Strategic Conformal Prediction | Nov 3, 2024 | Conformal PredictionPrediction | —Unverified | 0 | 0 |
| Strategic Geosteeering Workflow with Uncertainty Quantification and Deep Learning: A Case Study on the Goliat Field | Oct 27, 2022 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification | Sep 10, 2024 | Dimensionality ReductionOperator learning | —Unverified | 0 | 0 |
| Structural System Identification via Validation and Adaptation | Jun 25, 2025 | parameter estimationUncertainty Quantification | —Unverified | 0 | 0 |
| Structured Extraction of Process Structure Properties Relationships in Materials Science | Apr 4, 2025 | Uncertainty QuantificationZero-Shot Learning | —Unverified | 0 | 0 |
| STUaNet: Understanding uncertainty in spatiotemporal collective human mobility | Feb 9, 2021 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Sub-aperture SAR Imaging with Uncertainty Quantification | Aug 25, 2022 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Subset selection for linear mixed models | Jul 27, 2021 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Subspace tracking for online system identification | Dec 12, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| SurroFlow: A Flow-Based Surrogate Model for Parameter Space Exploration and Uncertainty Quantification | Jul 16, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| System identification using Bayesian neural networks with nonparametric noise models | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| System-Level Analysis of Module Uncertainty Quantification in the Autonomy Pipeline | Oct 15, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| Systems Challenges for Trustworthy Embodied Systems | Jan 10, 2022 | Self-LearningUncertainty Quantification | —Unverified | 0 | 0 |
| Tailored Uncertainty Estimation for Deep Learning Systems | Apr 29, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 | 0 |
| Towards Clinical Practice in CT-Based Pulmonary Disease Screening: An Efficient and Reliable Framework | Dec 2, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 | 0 |
| Target Detection on Hyperspectral Images Using MCMC and VI Trained Bayesian Neural Networks | Aug 11, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Targeted Learning for Variable Importance | Nov 4, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Teaching Uncertainty Quantification in Machine Learning through Use Cases | Aug 19, 2021 | BIG-bench Machine LearningGeneral Knowledge | —Unverified | 0 | 0 |
| TEDL: A Two-stage Evidential Deep Learning Method for Classification Uncertainty Quantification | Sep 12, 2022 | SensitivityUncertainty Quantification | —Unverified | 0 | 0 |
| Tensor network square root Kalman filter for online Gaussian process regression | Sep 5, 2024 | regressionUncertainty Quantification | —Unverified | 0 | 0 |
| Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data | Jul 3, 2024 | Bayesian OptimizationClassification | —Unverified | 0 | 0 |
| Testing Human-Hand Segmentation on In-Distribution and Out-of-Distribution Data in Human-Robot Interactions Using a Deep Ensemble Model | Jan 13, 2025 | Hand SegmentationSegmentation | —Unverified | 0 | 0 |
| Textual Bayes: Quantifying Uncertainty in LLM-Based Systems | Jun 11, 2025 | Bayesian InferencePrompt Engineering | —Unverified | 0 | 0 |
| The challenge of uncertainty quantification of large language models in medicine | Apr 7, 2025 | Bayesian InferenceData Integration | —Unverified | 0 | 0 |
| The Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions | Sep 25, 2019 | Uncertainty Quantification | —Unverified | 0 | 0 |
| The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification | Aug 10, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| The Influence of Dropout on Membership Inference in Differentially Private Models | Mar 16, 2021 | BIG-bench Machine LearningUncertainty Quantification | —Unverified | 0 | 0 |
| Theoretical Foundations of Conformal Prediction | Nov 18, 2024 | Conformal PredictionPrediction | —Unverified | 0 | 0 |
| Theory-guided Auto-Encoder for Surrogate Construction and Inverse Modeling | Nov 17, 2020 | DecoderUncertainty Quantification | —Unverified | 0 | 0 |
| The Probabilistic Tsetlin Machine: A Novel Approach to Uncertainty Quantification | Oct 23, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Thermodynamic Bayesian Inference | Oct 2, 2024 | Bayesian InferenceModel Selection | —Unverified | 0 | 0 |
| Thermodynamic Computing System for AI Applications | Dec 8, 2023 | Uncertainty Quantification | —Unverified | 0 | 0 |
| The Robust Semantic Segmentation UNCV2023 Challenge Results | Sep 27, 2023 | Autonomous DrivingSegmentation | —Unverified | 0 | 0 |
| These Magic Moments: Differentiable Uncertainty Quantification of Radiance Field Models | Mar 18, 2025 | Decision MakingScene Understanding | —Unverified | 0 | 0 |
| The Social Cost of Carbon with Economic and Climate Risks | Apr 28, 2015 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Three Applications of Conformal Prediction for Rating Breast Density in Mammography | Jun 23, 2022 | Conformal PredictionDeep Learning | —Unverified | 0 | 0 |
| To Believe or Not to Believe Your LLM | Jun 4, 2024 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools | May 22, 2025 | Information RetrievalQuestion Answering | —Unverified | 0 | 0 |
| TopSpace: spatial topic modeling for unsupervised discovery of multicellular spatial tissue structures in multiplex imaging | Apr 25, 2025 | ClusteringGaussian Processes | —Unverified | 0 | 0 |
| Total Uncertainty Quantification in Inverse PDE Solutions Obtained with Reduced-Order Deep Learning Surrogate Models | Aug 20, 2024 | DescriptiveOperator learning | —Unverified | 0 | 0 |