{"total":21,"rows":[{"id":"2305.14928","title":"Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4","created":"2023-05-24","cited_by_count":45,"area":null},{"id":"2409.08754","title":"Uncertainty Estimation by Density Aware Evidential Deep Learning","created":"2024-09-13","cited_by_count":22,"area":null},{"id":"2305.15508","title":"How to Fix a Broken Confidence Estimator: Evaluating Post-hoc Methods for Selective Classification with Deep Neural Networks","created":"2023-05-24","cited_by_count":16,"area":null},{"id":"2404.04575","title":"To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO","created":"2024-04-06","cited_by_count":11,"area":null},{"id":"2404.13016","title":"Optimizing Calibration by Gaining Aware of Prediction Correctness","created":"2024-04-19","cited_by_count":4,"area":null},{"id":"2402.13765","title":"Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex","created":"2024-02-21","cited_by_count":3,"area":null},{"id":"2512.19472","title":"Multi-Layer Confidence Scoring for Detection of Out-of-Distribution Samples, Adversarial Attacks, and In-Distribution Misclassifications","created":"2025-12-22","cited_by_count":2,"area":null},{"id":"2505.15437","title":"Adaptive Cumulative Mass Calibration with Conformal Prediction","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2509.24951","title":"Evaluating Temperature Scaling Calibration Effectiveness for CNNs under Varying Noise Levels in Brain Tumour Detection","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2510.00594","title":"Probability calibration for precipitation nowcasting","created":"2025-10-01","cited_by_count":1,"area":null},{"id":"2512.07390","title":"Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood","created":"2025-12-08","cited_by_count":1,"area":null},{"id":"2504.15594","title":"Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification","created":"2025-04-22","cited_by_count":0,"area":null},{"id":"2504.17655","title":"Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction","created":"2025-04-24","cited_by_count":0,"area":null},{"id":"2508.16124","title":"Domain Adaptation via Feature Refinement","created":"2025-08-22","cited_by_count":0,"area":null},{"id":"2510.03162","title":"Calibrated Uncertainty Sampling for Active Learning","created":"2025-10-03","cited_by_count":0,"area":null},{"id":"2601.13412","title":"Using deep learning for predicting cleansing quality of colon capsule endoscopy images","created":"2026-01-19","cited_by_count":0,"area":null},{"id":"2604.01898","title":"Enhancing the Reliability of Medical AI through Expert-guided Uncertainty Modeling","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2605.21493","title":"Don't Collapse Your Features: Why CenterLoss Hurts OOD Detection and Multi-Scale Mahalanobis Wins","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2606.22551","title":"Mitigating Measurement-Induced Training Instability in Hybrid Quantum Neural Networks for Protein Classification","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2608.28681","title":"CARD: Calibration via Agreement in Reverse Diffusion for Out-of-Domain MRI Segmentation","created":"2026-08-26","cited_by_count":0,"area":null},{"id":"2609.32426","title":"HoTS: Homophily-Aware Temperature Scaling for Graph Neural Network Calibration","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}