| Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation | Apr 28, 2021 | Gaussian ProcessesImage Segmentation | —Unverified | 0 | 0 |
| Variational Boosted Soft Trees | Feb 21, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Network Inversion and Its Applications | Nov 26, 2024 | Decision MakingDiversity | —Unverified | 0 | 0 |
| Network Inversion for Uncertainty-Aware Out-of-Distribution Detection | May 29, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra | Aug 17, 2021 | Density EstimationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Neural Network Out-of-Distribution Detection for Regression Tasks | Sep 25, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Distributional Gaussian Processes Layers for Out-of-Distribution Detection | Jun 27, 2022 | Gaussian ProcessesOut-of-Distribution Detection | —Unverified | 0 | 0 |
| DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging | Jun 10, 2025 | Binary ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| NODI: Out-Of-Distribution Detection with Noise from Diffusion | Jan 13, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| 'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue | Oct 31, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Non-Generative Energy Based Models | Apr 3, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective | Jun 21, 2022 | ClassificationGraph Classification | —Unverified | 0 | 0 |
| Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models | Nov 11, 2022 | Image-to-Image TranslationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Norm-Scaling for Out-of-Distribution Detection | May 6, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| A Simple Test-Time Method for Out-of-Distribution Detection | Jul 17, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI | May 20, 2025 | Anomaly LocalizationBenchmarking | —Unverified | 0 | 0 |
| A Simple and Effective Baseline for Out-of-Distribution Detection using Abstention | Jan 1, 2021 | Deep LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations | Jun 2, 2021 | AllFew-Shot Learning | —Unverified | 0 | 0 |
| Discriminative out-of-distribution detection for semantic segmentation | Aug 23, 2018 | Out-of-Distribution DetectionSemantic Segmentation | —Unverified | 0 | 0 |
| Are We Ready for Out-of-Distribution Detection in Digital Pathology? | Jul 18, 2024 | Out-of-Distribution DetectionTransfer Learning | —Unverified | 0 | 0 |
| Towards Out-of-Distribution Detection for breast cancer classification in Point-of-Care Ultrasound Imaging | Feb 29, 2024 | Cancer ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Discriminability-Driven Channel Selection for Out-of-Distribution Detection | Jan 1, 2024 | channel selectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| On the Adversarial Robustness of Benjamini Hochberg | Jan 6, 2025 | Adversarial RobustnessAnomaly Detection | —Unverified | 0 | 0 |
| On the Confidence of Neural Network Predictions for some NLP Tasks | Oct 22, 2018 | Classificationimage-classification | —Unverified | 0 | 0 |
| DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection | Jan 14, 2025 | AllOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels | Apr 28, 2025 | Fault DiagnosisOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection | Aug 27, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Towards Out-of-Distribution Detection in Vocoder Recognition via Latent Feature Reconstruction | Jun 4, 2024 | Contrastive LearningDecoder | —Unverified | 0 | 0 |
| Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets? | Oct 30, 2019 | General Classificationimage-classification | —Unverified | 0 | 0 |
| On the Learnability of Out-of-distribution Detection | Apr 7, 2024 | Learning TheoryOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Variational Sampling of Temporal Trajectories | Mar 18, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation | Jan 14, 2021 | DiversityOut-of-Distribution Detection | —Unverified | 0 | 0 |
| On visual self-supervision and its effect on model robustness | Dec 8, 2021 | Out-of-Distribution DetectionSelf-Supervised Learning | —Unverified | 0 | 0 |
| DICE: A Simple Sparsification Method for Out-of-distribution Detection | Sep 29, 2021 | AttributeOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Density of States Estimation for Out-of-Distribution Detection | Jun 16, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification | Dec 1, 2020 | Few-Shot LearningGeneral Classification | —Unverified | 0 | 0 |
| OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations | Nov 14, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Density estimation in representation space to predict model uncertainty | Aug 20, 2019 | Density Estimationimage-classification | —Unverified | 0 | 0 |
| Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data | Dec 23, 2021 | Anomaly DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC | Aug 2, 2023 | Out-of-Distribution DetectionSelf-Supervised Learning | —Unverified | 0 | 0 |
| Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models | Nov 18, 2019 | Anomaly DetectionAutonomous Driving | —Unverified | 0 | 0 |
| OpenPatch: a 3D patchwork for Out-Of-Distribution detection | Oct 5, 2023 | Novelty DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Deep Metric Learning-Based Out-of-Distribution Detection with Synthetic Outlier Exposure | May 1, 2024 | DenoisingMetric Learning | —Unverified | 0 | 0 |
| Open-Set Recognition of Novel Species in Biodiversity Monitoring | Mar 3, 2025 | Fine-Grained Image RecognitionOpen Set Learning | —Unverified | 0 | 0 |
| Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? | Aug 26, 2019 | Open Set LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Deep Hybrid Models for Out-of-Distribution Detection | Jan 1, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection | Feb 4, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection | Mar 9, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis | Aug 18, 2022 | Outlier DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
