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| Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers | Apr 27, 2025 | HallucinationQuestion Answering | CodeCode Available | 5 |
| Conditional Generative Models for Contrast-Enhanced Synthesis of T1w and T1 Maps in Brain MRI | Oct 11, 2024 | Uncertainty Quantification | CodeCode Available | 5 |
| The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs | Jul 10, 2024 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 4 |
| Vine Copulas as Differentiable Computational Graphs | Jun 16, 2025 | GPUScheduling | CodeCode Available | 3 |
| NeuralFoil: An Airfoil Aerodynamics Analysis Tool Using Physics-Informed Machine Learning | Mar 20, 2025 | Feature EngineeringPhysics-informed machine learning | CodeCode Available | 3 |
| Learning and discovering multiple solutions using physics-informed neural networks with random initialization and deep ensemble | Mar 8, 2025 | Uncertainty Quantification | CodeCode Available | 3 |
| C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets | Oct 12, 2024 | Conformal PredictionPrediction | CodeCode Available | 3 |
| Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture of Experts -- Physics Informed Neural Operator Forward Model | Jun 2, 2024 | DenoisingMixture-of-Experts | CodeCode Available | 3 |
| Does confidence calibration improve conformal prediction? | Feb 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 3 |
