SOTAVerified

Uncertainty Quantification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–675 of 2366 papers

TitleStatusHype
Reference-free Hallucination Detection for Large Vision-Language Models—0
The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification—0
Confident magnitude-based neural network pruning—0
Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models—0
Flexible Bayesian Last Layer Models Using Implicit Priors and Diffusion Posterior Sampling—0
Question Rephrasing for Quantifying Uncertainty in Large Language Models: Applications in Molecular Chemistry Tasks—0
NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds—0
Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts—0
DUST: A Framework for Data-Driven Density Steering—0
Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural OperatorsCode1
Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification—0
Machine learning surrogates for efficient hydrologic modeling: Insights from stochastic simulations of managed aquifer recharge—0
Robust Conformal Volume Estimation in 3D Medical ImagesCode0
Machine Learning for Predicting Chaotic Systems—0
Uncertainty Quantification of Data Shapley via Statistical Inference—0
Bayesian meta learning for trustworthy uncertainty quantification—0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
Multi-group Uncertainty Quantification for Long-form Text Generation—0
Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification TasksCode1
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active SensingCode0
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imagingCode0
Sobolev neural network with residual weighting as a surrogate in linear and non-linear mechanics—0
Practical multi-fidelity machine learning: fusion of deterministic and Bayesian modelsCode0
Adaptive Uncertainty Quantification for Scenario-based Control Using Meta-learning of Bayesian Neural Networks—0
Achieving Well-Informed Decision-Making in Drug Discovery: A Comprehensive Calibration Study using Neural Network-Based Structure-Activity ModelsCode0
Show:102550
← PrevPage 27 of 95Next →

No leaderboard results yet.