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| Deep Directional Statistics: Pose Estimation with Uncertainty Quantification | May 9, 2018 | Deep LearningPose Estimation | CodeCode Available | 0 |
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| An Analytic Solution to Covariance Propagation in Neural Networks | Mar 24, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
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| MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection | Oct 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning | Apr 6, 2023 | Conformal PredictionQuantum Machine Learning | CodeCode Available | 0 |
| Visualizing Uncertainty in Translation Tasks: An Evaluation of LLM Performance and Confidence Metrics | Jan 26, 2025 | Machine TranslationTranslation | CodeCode Available | 0 |
| QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results | Dec 19, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| Bayesian Emulation for Computer Models with Multiple Partial Discontinuities | Oct 19, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks | Feb 10, 2025 | NavigateProbabilistic Deep Learning | CodeCode Available | 0 |
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| Minimal Achievable Sufficient Statistic Learning | May 19, 2019 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 0 |
| WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework | Feb 1, 2024 | Gesture RecognitionUncertainty Quantification | CodeCode Available | 0 |
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| Minimax Confidence Intervals for the Sliced Wasserstein Distance | Sep 17, 2019 | Uncertainty Quantification | CodeCode Available | 0 |
| Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems | Feb 10, 2022 | Generative Adversarial NetworkStochastic Optimization | CodeCode Available | 0 |
| Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition | Jul 1, 2024 | Emotion RecognitionPrediction | CodeCode Available | 0 |
| Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks | Jul 9, 2022 | Data AugmentationUncertainty Quantification | CodeCode Available | 0 |
| Achieving Equalized Odds by Resampling Sensitive Attributes | Jun 8, 2020 | AttributeFairness | CodeCode Available | 0 |
| Stein Variational Newton Neural Network Ensembles | Nov 4, 2024 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Calibrate your listeners! Robust communication-based training for pragmatic speakers | Oct 11, 2021 | Uncertainty Quantification | CodeCode Available | 0 |
| Uncertainty-Aware Guidance for Target Tracking subject to Intermittent Measurements using Motion Model Learning | Feb 1, 2024 | PositionState Estimation | CodeCode Available | 0 |
| Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning | Jan 15, 2024 | Decision MakingDeep Learning | CodeCode Available | 0 |