| Mean-Field Approximation to Gaussian-Softmax Integral with Application to Uncertainty Estimation | Jun 13, 2020 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers | Jul 18, 2023 | Out-of-Distribution Detectiontext-classification | —Unverified | 0 | 0 |
| Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation | Nov 29, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection | May 28, 2024 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection | Feb 15, 2023 | Autonomous DrivingMedical Diagnosis | —Unverified | 0 | 0 |
| Quantifying the Prediction Uncertainty of Machine Learning Models for Individual Data | Dec 10, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Quantum Conflict Measurement in Decision Making for Out-of-Distribution Detection | May 10, 2025 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Raising the Bar on the Evaluation of Out-of-Distribution Detection | Sep 24, 2022 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Uncertainty in Extreme Multi-label Classification | Oct 18, 2022 | ClassificationDecision Making | —Unverified | 0 | 0 |
| RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection | Sep 18, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection | Nov 23, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Computer Aided Diagnosis and Out-of-Distribution Detection in Glaucoma Screening Using Color Fundus Photography | Feb 24, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection | Feb 6, 2023 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| READ: Aggregating Reconstruction Error into Out-of-distribution Detection | Jun 15, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems | Jan 28, 2020 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Class-wise Thresholding for Robust Out-of-Distribution Detection | Oct 28, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey | May 5, 2025 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Reconstruction-based Out-of-Distribution Detection for Short-Range FMCW Radar | Feb 27, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks | Jan 7, 2024 | Graph ClassificationGraph Representation Learning | —Unverified | 0 | 0 |
| Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks | Feb 19, 2025 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Redesigning Out-of-Distribution Detection on 3D Medical Images | Aug 7, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Reduced Robust Random Cut Forest for Out-Of-Distribution detection in machine learning models | Jun 18, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation | Oct 19, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| WeShort: Out-of-distribution Detection With Weak Shortcut structure | Jun 23, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Class Incremental Learning with Task-Specific Batch Normalization and Out-of-Distribution Detection | Nov 1, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks | Jun 6, 2024 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Reject option models comprising out-of-distribution detection | Jul 11, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection | Oct 26, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 | 0 |
| Uncertainty Surrogates for Deep Learning | Apr 16, 2021 | Computational EfficiencyDeep Learning | —Unverified | 0 | 0 |
| Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection | Oct 27, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Resultant: Incremental Effectiveness on Likelihood for Unsupervised Out-of-Distribution Detection | Sep 5, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Understanding Failures in Out-of-Distribution Detection with Deep Generative Models | Jul 14, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Rethinking Out-of-Distribution Detection From a Human-Centric Perspective | Nov 30, 2022 | Model SelectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection | Feb 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Class-balanced Open-set Semi-supervised Object Detection for Medical Images | Aug 22, 2024 | Objectobject-detection | —Unverified | 0 | 0 |
| Adaptive Scoring and Thresholding with Human Feedback for Robust Out-of-Distribution Detection | May 5, 2025 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Understanding the Feature Norm for Out-of-Distribution Detection | Oct 9, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Understanding the properties and limitations of contrastive learning for Out-of-Distribution detection | Nov 6, 2022 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task | Oct 26, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Unified Out-Of-Distribution Detection: A Model-Specific Perspective | Apr 13, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Revisiting flow generative models for Out-of-distribution detection | Sep 29, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors | Jul 12, 2022 | Data AugmentationOpen Set Learning | —Unverified | 0 | 0 |
| A Metacognitive Approach to Out-of-Distribution Detection for Segmentation | Oct 4, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks | Jul 10, 2020 | Allimage-classification | —Unverified | 0 | 0 |
| Revisiting Out-of-Distribution Detection: A Simple Baseline is Surprisingly Effective | Sep 29, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Cascade Watchdog: A Multi-tiered Adversarial Guard for Outlier Detection | Aug 20, 2021 | Outlier DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| A Benchmark for Out of Distribution Detection in Point Cloud 3D Semantic Segmentation | Nov 11, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 | 0 |
| Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning | Jan 16, 2024 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Can We Ignore Labels In Out of Distribution Detection? | Apr 20, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection | Feb 8, 2023 | Domain GeneralizationOut-of-Distribution Detection | —Unverified | 0 | 0 |
