{"total":13,"rows":[{"id":"2107.03342","title":"A Survey of Uncertainty in Deep Neural Networks","created":"2021-07-07","cited_by_count":680,"area":null},{"id":"2202.05265","title":"Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging","created":"2022-02-10","cited_by_count":107,"area":null},{"id":"2207.10074","title":"Semantic uncertainty intervals for disentangled latent spaces","created":"2022-07-20","cited_by_count":22,"area":null},{"id":"2308.14815","title":"Distributionally Robust Statistical Verification with Imprecise Neural Networks","created":"2023-08-28","cited_by_count":12,"area":null},{"id":"2406.00332","title":"A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning","created":"2024-06-01","cited_by_count":10,"area":null},{"id":"2405.17494","title":"Transitional Uncertainty with Layered Intermediate Predictions","created":"2024-05-25","cited_by_count":4,"area":null},{"id":"2209.05522","title":"TEDL: A Two-stage Evidential Deep Learning Method for Classification Uncertainty Quantification","created":"2022-09-12","cited_by_count":3,"area":null},{"id":"2312.00540","title":"Target-agnostic Source-free Domain Adaptation for Regression Tasks","created":"2023-12-01","cited_by_count":3,"area":null},{"id":"2504.18845","title":"Introducing Interval Neural Networks for Uncertainty-Aware System Identification","created":"2025-04-26","cited_by_count":3,"area":null},{"id":"2212.05987","title":"Selective classification using a robust meta-learning approach","created":"2022-12-12","cited_by_count":2,"area":null},{"id":"2303.11552","title":"Boosting Verified Training for Robust Image Classifications via Abstraction","created":"2023-03-21","cited_by_count":1,"area":null},{"id":"2308.06129","title":"Uncertainty Quantification for Image-based Traffic Prediction across Cities","created":"2023-08-11","cited_by_count":1,"area":null},{"id":"2605.11460","title":"Beyond Prediction: Interval Neural Networks for Uncertainty-Aware System Identification","created":"2026-05-12","cited_by_count":0,"area":null}],"next_cursor":null}