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| Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification | May 24, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Uncertainty Quantification for Local Model Explanations Without Model Access | Jan 13, 2023 | modelregression | CodeCode Available | 0 |
| ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems | May 8, 2024 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes | Oct 18, 2024 | Bayesian OptimisationDecision Making | CodeCode Available | 0 |
| Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems? | Mar 4, 2025 | Image InpaintingRetrieval | CodeCode Available | 0 |
| Low-Order Flow Reconstruction and Uncertainty Quantification in Disturbed Aerodynamics Using Sparse Pressure Measurements | Jan 6, 2025 | Computational EfficiencyUncertainty Quantification | CodeCode Available | 0 |
| LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force Fields | Feb 1, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Denoising Score-Matching for Uncertainty Quantification in Inverse Problems | Nov 16, 2020 | DenoisingMRI Reconstruction | CodeCode Available | 0 |
| DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods | Nov 13, 2024 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |