| Outlier Exposure with Confidence Control for Out-of-Distribution Detection | Jun 8, 2019 | Anomaly DetectionClassification | CodeCode Available | 0 | 5 |
| SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection | Mar 25, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images | Dec 13, 2022 | DescriptiveOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection | Mar 5, 2025 | Contrastive LearningGraph Classification | CodeCode Available | 0 | 5 |
| Structured DropConnect for Uncertainty Inference in Image Classification | Jun 16, 2021 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning | Aug 28, 2024 | ObjectOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Taming False Positives in Out-of-Distribution Detection with Human Feedback | Apr 25, 2024 | Medical DiagnosisOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Task-Driven Detection of Distribution Shifts with Statistical Guarantees for Robot Learning | Jun 25, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework | May 21, 2023 | InformativenessOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection | Sep 30, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Towards Bridging the Performance Gaps of Joint Energy-based Models | Sep 16, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Towards neural networks that provably know when they don't know | Sep 26, 2019 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection | Dec 24, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Transformer-based out-of-distribution detection for clinically safe segmentation | May 21, 2022 | Image SegmentationOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness | Feb 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| On out-of-distribution detection with Bayesian neural networks | Oct 12, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 | 5 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 | 5 |
| Uncertainty in latent representations of variational autoencoders optimized for visual tasks | Apr 23, 2024 | Bayesian InferenceInductive Bias | CodeCode Available | 0 | 5 |
| Uncertainty quantification and out-of-distribution detection using surjective normalizing flows | Nov 1, 2023 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Understanding normalization in contrastive representation learning and out-of-distribution detection | Dec 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 | 5 |
| Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability | Jun 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data | Sep 28, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine | Feb 16, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation | Jun 18, 2020 | Autonomous DrivingClassification | CodeCode Available | 0 | 5 |
| Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery | Apr 11, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy | Aug 14, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Unsupervised Out-of-Distribution Detection in Medical Imaging Using Multi-Exit Class Activation Maps and Feature Masking | May 13, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection | Dec 16, 2023 | AttributeOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Using Pre-Training Can Improve Model Robustness and Uncertainty | Jan 28, 2019 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 | 5 |
| Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty | Jun 28, 2019 | Anomaly DetectionOutlier Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis | Mar 14, 2023 | Novel ConceptsOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| When and How Does In-Distribution Label Help Out-of-Distribution Detection? | May 28, 2024 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| XOOD: Extreme Value Based Out-Of-Distribution Detection For Image Classification | Aug 1, 2022 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Zero-Shot Out-of-Distribution Detection with Feature Correlations | Sep 25, 2019 | Feature CorrelationOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure | Jun 3, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Neural Mean Discrepancy for Efficient Out-of-Distribution Detection | Apr 23, 2021 | General ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection | Sep 16, 2022 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Likelihood-based Out-of-Distribution Detection with Denoising Diffusion Probabilistic Models | Oct 26, 2023 | DenoisingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Enclosing Prototypical Variational Autoencoder for Explainable Out-of-Distribution Detection | Jun 17, 2025 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Efficient Out-of-Distribution Detection via CVAE data Generation | Sep 29, 2021 | Data AugmentationOut-of-Distribution Detection | —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 |
| Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation | Jun 23, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems | Aug 26, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models | Dec 1, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks | Jan 25, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties | May 17, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Logit Disagreement: OoD Detection with Bayesian Neural Networks | Feb 21, 2025 | Out-of-Distribution DetectionUncertainty Quantification | —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 |
