{"total":26,"rows":[{"id":"2510.15202","title":"A Geometry-Based View of Mahalanobis OOD Detection","created":"2025-10-17","cited_by_count":4,"area":null},{"id":"2604.01845","title":"CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift","created":"2026-04-02","cited_by_count":2,"area":null},{"id":"2602.06031","title":"AP-OOD: Attention Pooling for Out-of-Distribution Detection","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2602.10062","title":"Vendi Novelty Scores for Out-of-Distribution Detection","created":"2026-02-10","cited_by_count":1,"area":null},{"id":"2605.05638","title":"Scaling Pretrained Representations Enables Label-Free Out-of-Distribution Detection Without Fine-Tuning","created":"2026-05-07","cited_by_count":1,"area":null},{"id":"2605.14413","title":"MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2509.06988","title":"Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection","created":"2025-09-02","cited_by_count":0,"area":null},{"id":"2510.15233","title":"Adaptive Individual Uncertainty under Out-Of-Distribution Shift with Expert-Routed Conformal Prediction","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2511.15010","title":"Latent space analysis and generalization to out-of-distribution data","created":"2025-11-19","cited_by_count":0,"area":null},{"id":"2603.15213","title":"Tracking the Discriminative Axis: Dual Prototypes for Test-Time OOD Detection Under Covariate Shift","created":"2026-03-16","cited_by_count":0,"area":null},{"id":"2603.25499","title":"Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects","created":"2026-03-26","cited_by_count":0,"area":null},{"id":"2604.08572","title":"Ranked Activation Shift for Post-Hoc Out-of-Distribution Detection","created":"2026-03-27","cited_by_count":0,"area":null},{"id":"2605.00269","title":"Useful Features, Backward Scores: OOD in Language-Model Trajectories","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2605.31155","title":"Learning Hyperspherical Time-Frequency Representations for Time-Series Out-of-Distribution Detection","created":"2026-05-29","cited_by_count":0,"area":null},{"id":"2606.09601","title":"Assessing Sample Quality in Conditional Generation under Compositional Shift","created":"2026-06-08","cited_by_count":0,"area":null},{"id":"2606.17352","title":"MM++: Post-Hoc Scale-Invariant Multilayer OOD Detection via Top-K Gated Feature Fusion","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2606.22649","title":"MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2606.24404","title":"Modality-Aware Out-of-Distribution Detection for Multi-Modal Action Recognition","created":"2026-06-23","cited_by_count":0,"area":null},{"id":"2606.29952","title":"Exploiting Local Flatness for Efficient Out-of-Distribution Detection","created":"2026-06-29","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},{"id":"2609.00691","title":"Verdict Instability of OOD Scores under Reference Resampling","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.01027","title":"Fi-ImageNet-1k: An OOD Benchmark From the Inside of the ImageNet-1k Validation Set","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.06785","title":"Unified Multi-Layer Subspace Modeling for Cross-Domain OOD Detection","created":"2026-09-06","cited_by_count":0,"area":null},{"id":"2610.01096","title":"Dataset Identity, Not Novelty: The Source of an Inflated OOD Detection Gain","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.05718","title":"ReMaD: Tuning-free Domain Adaptation for Classification and Out-of-Distribution Detection","created":"2026-10-05","cited_by_count":0,"area":null},{"id":"2610.13610","title":"CUBE: Class-conditioned Unknown Boundary Evidence for Open-Set Insect Species Recognition","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}