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Uncertainty Quantification

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TitleStatusHype
Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection—0
Scalable Spatiotemporal Prediction with Bayesian Neural FieldsCode2
Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation—0
Discovering High-Strength Alloys via Physics-Transfer Learning—0
Koopman Ensembles for Probabilistic Time Series ForecastingCode0
Model-Free Local Recalibration of Neural Networks—0
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification—0
End-to-end Conditional Robust Optimization—0
Confidence on the Focal: Conformal Prediction with Selection-Conditional CoverageCode0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing—0
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