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| A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods | May 24, 2023 | Deep LearningUncertainty Quantification | —Unverified | 0 | 0 |
| A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows | Jan 13, 2023 | Uncertainty Quantification | —Unverified | 0 | 0 |
| A Risk-Aware Adaptive Robust MPC with Learned Uncertainty Quantification | Jul 15, 2025 | Active LearningModel Predictive Control | —Unverified | 0 | 0 |
| A robustness measure for singular point and index estimation in discretized orientation and vector fields | Sep 30, 2020 | Uncertainty Quantification | —Unverified | 0 | 0 |
| Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems | Jul 17, 2023 | Out-of-Distribution GeneralizationTransfer Learning | —Unverified | 0 | 0 |
| A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness | May 1, 2022 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval | Jan 6, 2025 | In-Context LearningSensor Modeling | —Unverified | 0 | 0 |
| α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction | Jun 16, 2024 | 3D Semantic Occupancy Prediction3D Semantic Scene Completion | —Unverified | 0 | 0 |
