| Out-of-distribution Detection in Classifiers via Generation | Oct 9, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Anomaly Detection and Prototype Selection Using Polyhedron Curvature | Apr 5, 2020 | Anomaly DetectionDenoising | CodeCode Available | 0 |
| Semantic Role Labeling Guided Out-of-distribution Detection | May 29, 2023 | Out-of-Distribution DetectionSemantic Role Labeling | CodeCode Available | 0 |
| GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents | May 19, 2025 | Out-of-Distribution Detection | CodeCode Available | 0 |
| When and How Does In-Distribution Label Help Out-of-Distribution Detection? | May 28, 2024 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 0 |
| SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation | Jun 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection | Oct 16, 2023 | Out-of-Distribution DetectionRepresentation Learning | CodeCode Available | 0 |
| Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach | Jul 9, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| 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 |
| Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification | Apr 8, 2023 | Out-of-Distribution Detectionregression | CodeCode Available | 0 |
| Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources | Nov 6, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation | Jan 24, 2022 | Out-of-Distribution Detection | CodeCode Available | 0 |
| GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection | Nov 16, 2023 | Feature ImportanceOut-of-Distribution Detection | CodeCode Available | 0 |
| Out of Distribution Detection on ImageNet-O | Jan 23, 2022 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 0 |
| Outlier Exposure with Confidence Control for Out-of-Distribution Detection | Jun 8, 2019 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Transformer-based out-of-distribution detection for clinically safe segmentation | May 21, 2022 | Image SegmentationOut-of-Distribution Detection | CodeCode Available | 0 |
| Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs | Feb 25, 2025 | Graph LearningOut-of-Distribution Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers | Sep 4, 2018 | Autonomous DrivingOut-of-Distribution Detection | CodeCode Available | 0 |
| SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection | Mar 25, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Simple Calibration via Geodesic Kernels | Jan 31, 2022 | Out-of-Distribution Detectionregression | CodeCode Available | 0 |
| Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure | Jun 3, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks | May 22, 2024 | Action Recognitioncounterfactual | CodeCode Available | 0 |
| Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection | Mar 10, 2023 | Anomaly DetectionImage Captioning | CodeCode Available | 0 |
| A Cosine Similarity-based Method for Out-of-Distribution Detection | Jun 23, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Unsupervised Out-of-Distribution Detection by Restoring Lossy Inputs with Variational Autoencoder | Sep 5, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection Using Outlier Detection Methods | Aug 18, 2021 | Outlier DetectionOut-of-Distribution Detection | CodeCode Available | 0 |
| Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis | Jul 6, 2021 | Decision Makingimage-classification | CodeCode Available | 0 |
| From Global to Local: Multi-scale Out-of-distribution Detection | Aug 20, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks | Dec 22, 2019 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images | Dec 13, 2022 | DescriptiveOut-of-Distribution Detection | CodeCode Available | 0 |
| Forte : Finding Outliers with Representation Typicality Estimation | Oct 2, 2024 | Out-of-Distribution DetectionRepresentation Learning | CodeCode Available | 0 |
| FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning | Jul 3, 2024 | Contrastive LearningDensity Estimation | CodeCode Available | 0 |
| Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness | Feb 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Out-Of-Distribution Detection with Diversification (Provably) | Nov 21, 2024 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection with Prototypical Outlier Proxy | Dec 22, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Flow-based Domain Randomization for Learning and Sequencing Robotic Skills | Feb 3, 2025 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification | Aug 20, 2024 | Document AIDocument Classification | CodeCode Available | 0 |
| Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation | Jun 18, 2020 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks | Jun 13, 2024 | Crowd CountingOut-of-Distribution Detection | CodeCode Available | 0 |
| Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery | Apr 11, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Master's Thesis: Out-of-distribution Detection with Energy-based Models | Jan 28, 2023 | Autonomous DrivingDimensionality Reduction | CodeCode Available | 0 |
| FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score | Oct 8, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection | Dec 2, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy | Aug 14, 2019 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet | May 23, 2024 | Object LocalizationOut-of-Distribution Detection | CodeCode Available | 0 |
| Fast light-field 3D microscopy with out-of-distribution detection and adaptation through Conditional Normalizing Flows | Jun 10, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Towards Realistic Out-of-Distribution Detection: A Novel Evaluation Framework for Improving Generalization in OOD Detection | Nov 20, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| 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 |
| Are Bayesian neural networks intrinsically good at out-of-distribution detection? | Jul 26, 2021 | Bayesian InferenceOut-of-Distribution Detection | CodeCode Available | 0 |
| A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection | Feb 12, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
