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| Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models | Dec 23, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review | Dec 22, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Density Uncertainty Quantification with NeRF-Ensembles: Impact of Data and Scene Constraints | Dec 22, 2023 | NeRFUncertainty Quantification | —Unverified | 0 |
| Beyond mirkwood: Enhancing SED Modeling with Conformal Predictions | Dec 21, 2023 | Conformal Predictionquantile regression | —Unverified | 0 |
| Partially factorized variational inference for high-dimensional mixed models | Dec 20, 2023 | Uncertainty QuantificationVariational Inference | CodeCode Available | 1 |
| Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks | Dec 18, 2023 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| IntraSeismic: a coordinate-based learning approach to seismic inversion | Dec 17, 2023 | Data CompressionSeismic Imaging | —Unverified | 0 |
| Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model | Dec 16, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Symplectic Autoencoders for Model Reduction of Hamiltonian Systems | Dec 15, 2023 | Dimensionality Reductionmodel | CodeCode Available | 1 |
