| Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection | Sep 16, 2022 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Low-Dimensional Gradient Helps Out-of-Distribution Detection | Oct 26, 2023 | Dimensionality ReductionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Low-Quality Image Detection by Hierarchical VAE | Aug 20, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning | Nov 2, 2024 | Domain GeneralizationMeta-Learning | —Unverified | 0 | 0 |
| Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks | Jul 2, 2024 | Dimensionality Reductionnamed-entity-recognition | —Unverified | 0 | 0 |
| Mahalanobis-Aware Training for Out-of-Distribution Detection | Nov 1, 2023 | Out-of-Distribution DetectionSensitivity | —Unverified | 0 | 0 |
| Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs | May 7, 2021 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| MalProtect: Stateful Defense Against Adversarial Query Attacks in ML-based Malware Detection | Feb 21, 2023 | Malware DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Managing the unknown: a survey on Open Set Recognition and tangential areas | Dec 14, 2023 | Continual LearningNovelty Detection | —Unverified | 0 | 0 |
| Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning | Nov 11, 2023 | 2D Object DetectionDensity Estimation | —Unverified | 0 | 0 |
| Toward a Holistic Evaluation of Robustness in CLIP Models | Oct 2, 2024 | ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks | Nov 24, 2021 | Anomaly DetectionColorization | —Unverified | 0 | 0 |
| Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss | Apr 10, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Toward a Realistic Benchmark for Out-of-Distribution Detection | Apr 16, 2024 | Out-of-Distribution DetectionSemantic Similarity | —Unverified | 0 | 0 |
| MCROOD: Multi-Class Radar Out-Of-Distribution Detection | Mar 10, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and Run-Time Error Detection | Mar 12, 2024 | Deep LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space | Jun 20, 2022 | Density EstimationMeta-Learning | —Unverified | 0 | 0 |
| A General Framework for Unsupervised Anomaly Detection | Jan 1, 2021 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images | Jul 27, 2023 | AnatomyOut-of-Distribution Detection | —Unverified | 0 | 0 |
| A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice | Oct 20, 2024 | Bayesian InferenceOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection | Mar 10, 2025 | Hallucinationobject-detection | —Unverified | 0 | 0 |
| Bayesian OOD detection with aleatoric uncertainty and outlier exposure | Feb 24, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation | Feb 2, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Mitral Regurgitation Recognition based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification | Jul 31, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features | Aug 31, 2023 | ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Model2Detector:Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps | Feb 22, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Model-agnostic out-of-distribution detection using combined statistical tests | Mar 2, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Model-free Test Time Adaptation for Out-Of-Distribution Detection | Nov 28, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections | May 30, 2019 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference | Jun 25, 2021 | Collaborative InferenceOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Dynamic Model Agnostic Reliability Evaluation of Machine-Learning Methods Integrated in Instrumentation & Control Systems | Aug 8, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Δ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization | Oct 5, 2021 | Model OptimizationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection | Jan 1, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| MSAC: Multiple Speech Attribute Control Method for Reliable Speech Emotion Recognition | Aug 8, 2023 | AttributeCross-corpus | —Unverified | 0 | 0 |
| Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos | Nov 1, 2023 | AnatomyOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Dual-Adapter: Training-free Dual Adaptation for Few-shot Out-of-Distribution Detection | May 25, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Towards Few-shot Out-of-Distribution Detection | Nov 20, 2023 | General KnowledgeOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Multi-label out-of-distribution detection via evidential learning | Feb 25, 2025 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Multi-layer Radial Basis Function Networks for Out-of-distribution Detection | Jan 5, 2025 | ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection | Nov 3, 2024 | Change Point DetectionModel Selection | —Unverified | 0 | 0 |
| Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation | Apr 4, 2023 | Gaussian ProcessesOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity | Nov 4, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Multiple Testing Framework for Out-of-Distribution Detection | Jun 20, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| DOSE3 : Diffusion-based Out-of-distribution detection on SE(3) trajectories | Feb 23, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Shifting Transformation Learning for Out-of-Distribution Detection | Jun 7, 2021 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data | Sep 2, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization | Aug 4, 2023 | Activity RecognitionGesture Recognition | —Unverified | 0 | 0 |
| Towards In-distribution Compatibility in Out-of-distribution Detection | Aug 29, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification | Mar 29, 2023 | Classificationimage-classification | —Unverified | 0 | 0 |
| Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning | Aug 28, 2023 | DiversityEnsemble Learning | —Unverified | 0 | 0 |
