| Understanding normalization in contrastive representation learning and out-of-distribution detection | Dec 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning | Aug 20, 2024 | ClassificationLong-tail Learning | CodeCode Available | 0 |
| Enhancing Few-Shot Out-of-Distribution Detection with Gradient Aligned Context Optimization | Nov 24, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Semi-supervised novelty detection using ensembles with regularized disagreement | Dec 10, 2020 | Novelty DetectionOut-of-Distribution Detection | CodeCode Available | 0 |
| Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection | Jul 4, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood | Sep 10, 2023 | Image InpaintingOut-of-Distribution Detection | CodeCode Available | 0 |
| 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 |
| AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge | Feb 3, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 |
| Layer Adaptive Deep Neural Networks for Out-of-distribution Detection | Mar 1, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Large-Scale Open-Set Classification Protocols for ImageNet | Oct 13, 2022 | Classificationopen-set classification | CodeCode Available | 0 |
| Multi-Label Out-of-Distribution Detection with Spectral Normalized Joint Energy | May 8, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection | Apr 10, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Towards Bridging the Performance Gaps of Joint Energy-based Models | Sep 16, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Dual Representation Learning for Out-of-Distribution Detection | Jun 19, 2022 | InformativenessOut-of-Distribution Detection | CodeCode Available | 0 |
| Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution | Jul 23, 2024 | Out-of-Distribution Detection | CodeCode Available | 0 |
| kFolden: k-Fold Ensemble for Out-Of-Distribution Detection | Aug 29, 2021 | AttributeClassification | CodeCode Available | 0 |
| Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows | Aug 9, 2022 | Density EstimationOut-of-Distribution Detection | CodeCode Available | 0 |
| Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection | Dec 26, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Rethinking Reconstruction Autoencoder-Based Out-of-Distribution Detection | Mar 4, 2022 | Out-of-Distribution DetectionTranslation | CodeCode Available | 0 |
| Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selections and Approximations | May 21, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Kernel PCA for Out-of-Distribution Detection | Feb 5, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision | Dec 2, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox | Jun 14, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection | Dec 17, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Introspective Learning : A Two-Stage Approach for Inference in Neural Networks | Sep 17, 2022 | Active LearningDecision Making | CodeCode Available | 0 |
