| Intra-class Mixup for Out-of-Distribution Detection | Sep 29, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection | Mar 2, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space | Mar 16, 2022 | AllContrastive Learning | —Unverified | 0 | 0 |
| Enhancing Out-of-Distribution Detection with Extended Logit Normalization | Apr 15, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Is Out-of-Distribution Detection Learnable? | Oct 26, 2022 | DiversityLearning Theory | —Unverified | 0 | 0 |
| A Variational Information Theoretic Approach to Out-of-Distribution Detection | Jun 17, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Joint Distribution across Representation Space for Out-of-Distribution Detection | Mar 23, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Validate on Sim, Detect on Real -- Model Selection for Domain Randomization | Nov 1, 2021 | Model SelectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| A Variational Dirichlet Framework for Out-of-Distribution Detection | Nov 18, 2018 | Out-of-Distribution DetectionVariational Inference | —Unverified | 0 | 0 |
| The Compact Support Neural Network | Apr 1, 2021 | Autonomous DrivingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| A Unified Approach Towards Active Learning and Out-of-Distribution Detection | May 18, 2024 | Active LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| kFolden: k-Fold Ensemble for Out-Of-Distribution Detection | Nov 1, 2021 | AttributeClassification | —Unverified | 0 | 0 |
| A Survey on Out-of-Distribution Detection in NLP | May 5, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Label Smoothed Embedding Hypothesis for Out-of-Distribution Detection | Feb 9, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Language-Enhanced Latent Representations for Out-of-Distribution Detection in Autonomous Driving | May 2, 2024 | Anomaly DetectionAutonomous Driving | —Unverified | 0 | 0 |
| Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion | Mar 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Enhancing Outlier Knowledge for Few-Shot Out-of-Distribution Detection with Extensible Local Prompts | Sep 7, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| The Effect of Optimization Methods on the Robustness of Out-of-Distribution Detection Approaches | Jun 25, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing | Jan 24, 2022 | Domain AdaptationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Learning a Discriminant Latent Space with Neural Discriminant Analysis | Jul 13, 2021 | ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Learning A Disentangling Representation For PU Learning | Oct 5, 2023 | ClusteringDensity Estimation | —Unverified | 0 | 0 |
| The Met Dataset: Instance-level Recognition for Artworks | Feb 3, 2022 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Enhancing Automated and Early Detection of Alzheimer's Disease Using Out-Of-Distribution Detection | Sep 4, 2023 | MRI classificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning | Jun 13, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| The Needle in the haystack: Out-distribution aware Self-training in an Open-World Setting | Sep 29, 2021 | Out-of-Distribution DetectionSelf-Learning | —Unverified | 0 | 0 |
| Learning Multi-Manifold Embedding for Out-Of-Distribution Detection | Sep 19, 2024 | Out-of-Distribution DetectionRepresentation Learning | —Unverified | 0 | 0 |
| A Survey on Assessing the Generalization Envelope of Deep Neural Networks: Predictive Uncertainty, Out-of-distribution and Adversarial Samples | Aug 21, 2020 | Image ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Learning Sample Difficulty from Pre-trained Models for Reliable Prediction | Apr 20, 2023 | Out-of-Distribution DetectionPrediction | —Unverified | 0 | 0 |
| Energy Correction Model in the Feature Space for Out-of-Distribution Detection | Mar 15, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Learning to Profile: User Meta-Profile Network for Few-Shot Learning | Aug 21, 2020 | Few-Shot LearningMeta-Learning | —Unverified | 0 | 0 |
| Plugin estimators for selective classification with out-of-distribution detection | Jan 29, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Energy-based Out-of-distribution Detection for Multi-label Classification | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Learning Unnormalized Statistical Models via Compositional Optimization | Jun 13, 2023 | Density EstimationImage Generation | —Unverified | 0 | 0 |
| Image Background Serves as Good Proxy for Out-of-distribution Data | Jul 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Learn what you can't learn: Regularized Ensembles for Transductive out-of-distribution detection | Sep 28, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Thinkback: Task-SpecificOut-of-Distribution Detection | Jul 13, 2021 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Three Factors to Improve Out-of-Distribution Detection | Aug 2, 2023 | Contrastive LearningKnowledge Distillation | —Unverified | 0 | 0 |
| EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis | Feb 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 | 0 |
