| Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization | Sep 27, 2023 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Making the Flow Glow -- Robot Perception under Severe Lighting Conditions using Normalizing Flow Gradients | Dec 10, 2024 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows | Aug 9, 2022 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| On the Importance of Regularisation & Auxiliary Information in OOD Detection | Jul 15, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| AdaFocal: Calibration-aware Adaptive Focal Loss | Nov 21, 2022 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Logit Scaling for Out-of-Distribution Detection | Sep 2, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions | Jul 23, 2024 | Out-of-Distribution DetectionPrompt Engineering | CodeCode Available | 0 | 5 |
| Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail | Aug 13, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Margin-bounded Confidence Scores for Out-of-Distribution Detection | Sep 22, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 0 | 5 |
| Can Pre-trained Networks Detect Familiar Out-of-Distribution Data? | Oct 2, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Likelihood-Aware Semantic Alignment for Full-Spectrum Out-of-Distribution Detection | Dec 4, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection | Mar 24, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Semi-supervised novelty detection using ensembles with regularized disagreement | Dec 10, 2020 | Novelty DetectionOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Calibrated Out-of-Distribution Detection with a Generic Representation | Mar 23, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| DOS: Diverse Outlier Sampling for Out-of-Distribution Detection | Jun 3, 2023 | DiversityOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Are Bayesian neural networks intrinsically good at out-of-distribution detection? | Jul 26, 2021 | Bayesian InferenceOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood | Sep 10, 2023 | Image InpaintingOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Layer Adaptive Deep Neural Networks for Out-of-distribution Detection | Mar 1, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning | Oct 4, 2022 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 | 5 |
| Learning by Erasing: Conditional Entropy based Transferable Out-Of-Distribution Detection | Apr 23, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection | Jun 6, 2023 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection | Jul 4, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
