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Uncertainty Quantification

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Showing 676–700 of 2366 papers

TitleStatusHype
Conformal Thresholded Intervals for Efficient RegressionCode0
High-Dimensional Confidence Regions in Sparse MRI—0
With or Without Replacement? Improving Confidence in Fourier Imaging—0
Deterministic Trajectory Optimization through Probabilistic Optimal Control—0
Non-Asymptotic Uncertainty Quantification in High-Dimensional LearningCode0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
SurroFlow: A Flow-Based Surrogate Model for Parameter Space Exploration and Uncertainty Quantification—0
Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic SclerosisCode0
Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement—0
Uncertainty Quantification to Enhance Probabilistic Fusion Based User Identification Using SmartphonesCode0
Improved Uncertainty Estimation of Graph Neural Network Potentials Using Engineered Latent Space Distances—0
PULPo: Probabilistic Unsupervised Laplacian Pyramid RegistrationCode0
Estimation of spatio-temporal extremes via generative neural networksCode0
Gaussian process interpolation with conformal prediction: methods and comparative analysis—0
Subgroup-Specific Risk-Controlled Dose Estimation in RadiotherapyCode0
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and GraphsCode4
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration—0
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification—0
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory—0
JANET: Joint Adaptive predictioN-region Estimation for Time-series—0
Multi-Fidelity Bayesian Neural Network for Uncertainty Quantification in Transonic Aerodynamic Loads—0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Data-centric challenges with the application and adoption of artificial intelligence for drug discovery—0
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