{"total":15,"rows":[{"id":"2309.16220","title":"Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data","created":"2023-09-28","cited_by_count":8,"area":null},{"id":"2306.14658","title":"Beyond AUROC & co. for evaluating out-of-distribution detection performance","created":"2023-06-26","cited_by_count":7,"area":null},{"id":"2312.17506","title":"A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1","created":"2023-12-29","cited_by_count":7,"area":null},{"id":"2205.13398","title":"Looking for Out-of-Distribution Environments in Multi-center Critical Care Data","created":"2022-05-26","cited_by_count":3,"area":null},{"id":"2302.00775","title":"Model Monitoring and Robustness of In-Use Machine Learning Models: Quantifying Data Distribution Shifts Using Population Stability Index","created":"2023-02-01","cited_by_count":3,"area":null},{"id":"2412.01590","title":"NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision","created":"2024-12-02","cited_by_count":3,"area":null},{"id":"2208.03566","title":"Towards Robust Deep Learning using Entropic Losses","created":"2022-08-06","cited_by_count":0,"area":null},{"id":"2311.01009","title":"Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis","created":"2023-11-02","cited_by_count":0,"area":null},{"id":"2506.05047","title":"Reliably Detecting Model Failures in Deployment Without Labels","created":"2025-06-05","cited_by_count":0,"area":null},{"id":"2506.10200","title":"DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection","created":"2025-06-11","cited_by_count":0,"area":null},{"id":"2509.18326","title":"Influence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound","created":"2025-09-22","cited_by_count":0,"area":null},{"id":"2512.13003","title":"General OOD Detection via Model-aware and Subspace-aware Variable Priority","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2602.20068","title":"The Invisible Gorilla Effect in Out-of-distribution Detection","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2605.11284","title":"Rethinking external validation for the target population: Capturing patient-level similarity with a generative model","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2608.01407","title":"Training-Free Out-of-Distribution Detection for Pathology Whole-Slide Images","created":"2026-08-02","cited_by_count":0,"area":null}],"next_cursor":null}