{"total":18,"rows":[{"id":"2402.00019","title":"Diffusion MRI with Machine Learning","created":"2024-01-01","cited_by_count":11,"area":null},{"id":"2407.01985","title":"The Epistemic Uncertainty Hole: an issue of Bayesian Neural Networks","created":"2024-07-02","cited_by_count":11,"area":null},{"id":"2102.08460","title":"A Review of Testing Object-Based Environment Perception for Safe Automated Driving","created":"2021-02-16","cited_by_count":9,"area":null},{"id":"2201.11676","title":"Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap","created":"2022-01-27","cited_by_count":9,"area":null},{"id":"2404.06860","title":"Monocular 3D lane detection for Autonomous Driving: Recent Achievements, Challenges, and Outlooks","created":"2024-04-10","cited_by_count":9,"area":null},{"id":"2308.09065","title":"Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression","created":"2023-08-17","cited_by_count":7,"area":null},{"id":"2308.02248","title":"On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation","created":"2023-08-04","cited_by_count":5,"area":null},{"id":"2201.03263","title":"A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty Estimates for AI Models","created":"2022-01-10","cited_by_count":2,"area":null},{"id":"2206.06838","title":"Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception","created":"2022-06-14","cited_by_count":2,"area":null},{"id":"2212.04309","title":"Deep Variational Inverse Scattering","created":"2022-12-08","cited_by_count":2,"area":null},{"id":"2208.01705","title":"Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry","created":"2022-08-02","cited_by_count":1,"area":null},{"id":"2210.06811","title":"On the calibration of underrepresented classes in LiDAR-based semantic segmentation","created":"2022-10-13","cited_by_count":1,"area":null},{"id":"2404.06124","title":"Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation","created":"2024-04-09","cited_by_count":1,"area":null},{"id":"2405.20513","title":"Deep Modeling of Non-Gaussian Aleatoric Uncertainty","created":"2024-05-30","cited_by_count":1,"area":null},{"id":"2510.16160","title":"Automated C-Arm Positioning via Conformal Landmark Localization","created":"2025-10-17","cited_by_count":1,"area":null},{"id":"2606.29115","title":"When Stopping Fails: Rethinking Minimal Risk Conditions through Human-Interactive Autonomous Driving for Safe Transportation Systems","created":"2026-06-27","cited_by_count":1,"area":null},{"id":"2311.05245","title":"Uncertainty Wrapper in the medical domain: Establishing transparent uncertainty quantification for opaque machine learning models in practice","created":"2023-11-09","cited_by_count":0,"area":null},{"id":"2402.06580","title":"SAE: Single Architecture Ensemble Neural Networks","created":"2024-02-09","cited_by_count":0,"area":null}],"next_cursor":null}