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| CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving | Mar 10, 2025 | Autonomous DrivingNeRF | —Unverified | 0 |
| Learning and discovering multiple solutions using physics-informed neural networks with random initialization and deep ensemble | Mar 8, 2025 | Uncertainty Quantification | CodeCode Available | 3 |
| Conformal Prediction for Image Segmentation Using Morphological Prediction Sets | Mar 7, 2025 | Conformal PredictionImage Segmentation | CodeCode Available | 0 |
| Uncertainty Quantification From Scaling Laws in Deep Neural Networks | Mar 7, 2025 | Uncertainty Quantification | —Unverified | 0 |
| L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation | Mar 7, 2025 | AnatomyDiagnostic | —Unverified | 0 |
| BARK: A Fully Bayesian Tree Kernel for Black-box Optimization | Mar 7, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
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| On the Importance of Clearsky Model in Short-Term Solar Radiation Forecasting | Mar 6, 2025 | quantile regressionUncertainty Quantification | —Unverified | 0 |
| An Uncertainty Quantification Framework for Deep Learning-Based Automatic Modulation Classification | Mar 6, 2025 | Deep LearningUncertainty Quantification | —Unverified | 0 |
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| Matrix Factorization for Inferring Associations and Missing Links | Mar 6, 2025 | Dimensionality ReductionInformation Retrieval | —Unverified | 0 |
| Active operator learning with predictive uncertainty quantification for partial differential equations | Mar 5, 2025 | Active LearningOperator learning | —Unverified | 0 |
| Conceptualizing Uncertainty | Mar 5, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery | Mar 4, 2025 | Active LearningUncertainty Quantification | —Unverified | 0 |