SOTAVerified

Uncertainty Quantification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 2366 papers

TitleStatusHype
Modèles de Substitution pour les Modèles à base d'Agents : Enjeux, Méthodes et ApplicationsCode0
Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian ProcessesCode0
Are vision language models robust to uncertain inputs?—0
SPIEDiff: robust learning of long-time macroscopic dynamics from short-time particle simulations with quantified epistemic uncertainty—0
Humble your Overconfident Networks: Unlearning Overfitting via Sequential Monte Carlo Tempered Deep Ensembles—0
Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere—0
Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks—0
STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes—0
Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors—0
JaxSGMC: Modular stochastic gradient MCMC in JAXCode1
NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification—0
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours—0
Stable and Convexified Information Bottleneck Optimization via Symbolic Continuation and Entropy-Regularized TrajectoriesCode0
Generalizing Large Language Model Usability Across Resource-Constrained—0
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM OutputsCode1
PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework—0
Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation—0
Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review—0
Improving Random Forests by Smoothing—0
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration—0
QoSBERT: An Uncertainty-Aware Approach based on Pre-trained Language Models for Service Quality Prediction—0
Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution BundlesCode0
Regression-based Melody Estimation with Uncertainty QuantificationCode0
HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation StatisticsCode1
RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles—0
Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable ModelsCode0
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
Fair Uncertainty Quantification for Depression Prediction—0
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weightingCode0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation—0
Epistemic Wrapping for Uncertainty Quantification—0
Uncertainty Quantification for Machine Learning in Healthcare: A Survey—0
Bayesian learning of the optimal action-value function in a Markov decision process—0
Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees—0
Fast Likelihood-Free Parameter Estimation for Lévy Processes—0
Essential Workers at Risk: An Agent-Based Model (SAFE-ABM) with Bayesian Uncertainty Quantification—0
Gaussian Differential Private Bootstrap by Subsampling—0
CoCoAFusE: Beyond Mixtures of Experts via Model Fusion—0
AI-Assisted Decision-Making for Clinical Assessment of Auto-Segmented Contour Quality—0
Multivariate Conformal Selection—0
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding—0
Full-field surrogate modeling of cardiac function encoding geometric variabilityCode0
GauSS-MI: Gaussian Splatting Shannon Mutual Information for Active 3D ReconstructionCode2
Interpretable machine learning-guided design of Fe-based soft magnetic alloys—0
Model uncertainty quantification using feature confidence sets for outcome excursionsCode0
Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization—0
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble ScorersCode5
TopSpace: spatial topic modeling for unsupervised discovery of multicellular spatial tissue structures in multiplex imaging—0
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression—0
Show:102550
← PrevPage 3 of 48Next →

No leaderboard results yet.