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Uncertainty Quantification

Papers

Showing 4150 of 2366 papers

TitleStatusHype
Recursive KalmanNet: Deep Learning-Augmented Kalman Filtering for State Estimation with Consistent Uncertainty QuantificationCode1
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language ModelsCode1
LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather ForecastingCode1
JaxSGMC: Modular stochastic gradient MCMC in JAXCode1
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM OutputsCode1
HiBayES: A Hierarchical Bayesian Modeling Framework for AI Evaluation StatisticsCode1
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
POINT^2: A Polymer Informatics Training and Testing DatabaseCode1
Language Model Uncertainty Quantification with Attention ChainCode1
Survival Analysis with Machine Learning for Predicting Li-ion Battery Remaining Useful LifeCode1
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