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| Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials | Feb 20, 2025 | Semantic SegmentationUncertainty Quantification | —Unverified | 0 |
| Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification | Feb 20, 2025 | Ensemble LearningGaussian Processes | —Unverified | 0 |
| Sparse Activations as Conformal Predictors | Feb 20, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
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| General Uncertainty Estimation with Delta Variances | Feb 20, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Experiment Design with Gaussian Process Regression with Applications to Chance-Constrained Control | Feb 19, 2025 | Experimental DesignGaussian Processes | —Unverified | 0 |
| Uncertainty quantification for Markov chains with application to temporal difference learning | Feb 19, 2025 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Enhanced uncertainty quantification variational autoencoders for the solution of Bayesian inverse problems | Feb 18, 2025 | Uncertainty Quantification | —Unverified | 0 |
