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| Uncertainty Prediction Neural Network (UpNet): Embedding Artificial Neural Network in Bayesian Inversion Framework to Quantify the Uncertainty of Remote Sensing Retrieval | Nov 7, 2024 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 |
| Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging | Nov 7, 2024 | Adversarial RobustnessConformal Prediction | —Unverified | 0 |
| Multi-model Ensemble Conformal Prediction in Dynamic Environments | Nov 6, 2024 | Conformal Predictionmodel | CodeCode Available | 0 |
| Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models | Nov 5, 2024 | PredictionUncertainty Quantification | —Unverified | 0 |
| Modeling Uncertainty in 3D Gaussian Splatting through Continuous Semantic Splatting | Nov 4, 2024 | Scene UnderstandingUncertainty Quantification | —Unverified | 0 |
| Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI | Nov 4, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Stein Variational Newton Neural Network Ensembles | Nov 4, 2024 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Targeted Learning for Variable Importance | Nov 4, 2024 | Uncertainty Quantification | —Unverified | 0 |
| DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection | Nov 3, 2024 | Change Point DetectionModel Selection | —Unverified | 0 |