| Unsupervised Out-of-Distribution Detection with Batch Normalization | Oct 21, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance | Aug 9, 2023 | ClassificationDialect Identification | —Unverified | 0 |
| Unsupervised Video Anomaly Detection via Normalizing Flows with Implicit Latent Features | Oct 15, 2020 | Anomaly DetectionDecoder | —Unverified | 0 |
| Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning | Oct 27, 2023 | Out-of-Distribution DetectionSelf-Supervised Learning | —Unverified | 0 |
| Validate on Sim, Detect on Real -- Model Selection for Domain Randomization | Nov 1, 2021 | Model SelectionOut-of-Distribution Detection | —Unverified | 0 |
| Variational Boosted Soft Trees | Feb 21, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| Variational Sampling of Temporal Trajectories | Mar 18, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| WeShort: Out-of-distribution Detection With Weak Shortcut structure | Jun 23, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Which models are innately best at uncertainty estimation? | Jun 5, 2022 | BenchmarkingOut-of-Distribution Detection | —Unverified | 0 |
| Which MOoD Methods work? A Benchmark of Medical Out of Distribution Detection | Jan 25, 2020 | Medical DiagnosisOut-of-Distribution Detection | —Unverified | 0 |
| Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead | Oct 13, 2021 | Out-of-Distribution DetectionPlaying the Game of 2048 | —Unverified | 0 |
| Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection? | Dec 5, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| You can have your ensemble and run it too -- Deep Ensembles Spread Over Time | Sep 20, 2023 | Autonomous DrivingOut-of-Distribution Detection | —Unverified | 0 |
| Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data | Dec 9, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| Low-Dimensional Gradient Helps Out-of-Distribution Detection | Oct 26, 2023 | Dimensionality ReductionOut-of-Distribution Detection | —Unverified | 0 |
| Low-Quality Image Detection by Hierarchical VAE | Aug 20, 2024 | Out-of-Distribution Detection | —Unverified | 0 |
| MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning | Nov 2, 2024 | Domain GeneralizationMeta-Learning | —Unverified | 0 |
| Mahalanobis-Aware Training for Out-of-Distribution Detection | Nov 1, 2023 | Out-of-Distribution DetectionSensitivity | —Unverified | 0 |
| MalProtect: Stateful Defense Against Adversarial Query Attacks in ML-based Malware Detection | Feb 21, 2023 | Malware DetectionOut-of-Distribution Detection | —Unverified | 0 |
| Managing the unknown: a survey on Open Set Recognition and tangential areas | Dec 14, 2023 | Continual LearningNovelty Detection | —Unverified | 0 |
| MCROOD: Multi-Class Radar Out-Of-Distribution Detection | Mar 10, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space | Jun 20, 2022 | Density EstimationMeta-Learning | —Unverified | 0 |
| MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images | Jul 27, 2023 | AnatomyOut-of-Distribution Detection | —Unverified | 0 |
| Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail | Aug 13, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation | Oct 28, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Learning Energy-Based Models With Adversarial Training | Dec 11, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Enhancing Out-of-Distribution Detection in Medical Imaging with Normalizing Flows | Feb 17, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Adaptive Open-Set Active Learning with Distance-Based Out-of-Distribution Detection for Robust Task-Oriented Dialog System | Sep 1, 2024 | Active LearningInformativeness | CodeCode Available | 0 |
| Logit Scaling for Out-of-Distribution Detection | Sep 2, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning | Oct 4, 2022 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow Gradients | Dec 10, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Rectangular Flows for Manifold Learning | Jun 2, 2021 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 |
| AdaFocal: Calibration-aware Adaptive Focal Loss | Nov 21, 2022 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Many tasks make light work: Learning to localise medical anomalies from multiple synthetic tasks | Jul 3, 2023 | Out-of-Distribution DetectionSelf-Supervised Learning | CodeCode Available | 0 |
| Margin-bounded Confidence Scores for Out-of-Distribution Detection | Sep 22, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 0 |
| Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps | Jan 13, 2025 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 |
| Likelihood-Aware Semantic Alignment for Full-Spectrum Out-of-Distribution Detection | Dec 4, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization | Sep 27, 2023 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 |
| Uncertainty in latent representations of variational autoencoders optimized for visual tasks | Apr 23, 2024 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
| Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model | Jul 19, 2024 | Domain AdaptationOut-of-Distribution Detection | CodeCode Available | 0 |
| Uncertainty quantification and out-of-distribution detection using surjective normalizing flows | Nov 1, 2023 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 0 |
| Metric Learning for Novelty and Anomaly Detection | Aug 16, 2018 | Anomaly DetectionMetric Learning | CodeCode Available | 0 |
| Analysis of Confident-Classifiers for Out-of-distribution Detection | Apr 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Mining In-distribution Attributes in Outliers for Out-of-distribution Detection | Dec 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Concept Matching with Agent for Out-of-Distribution Detection | May 27, 2024 | Dialogue GenerationOut-of-Distribution Detection | CodeCode Available | 0 |
| Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations | May 21, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 |
| VI-OOD: A Unified Representation Learning Framework for Textual Out-of-distribution Detection | Apr 9, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection | Mar 24, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification | Aug 1, 2022 | ClassificationMulti-Label Classification | CodeCode Available | 0 |
