| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings | Oct 14, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks | Jun 8, 2017 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Non-Parametric Outlier Synthesis | Mar 6, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| On Information-Theoretic Measures of Predictive Uncertainty | Oct 14, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| DICE: Leveraging Sparsification for Out-of-Distribution Detection | Nov 18, 2021 | AttributeOut-of-Distribution Detection | CodeCode Available | 1 |
| On the Impact of Spurious Correlation for Out-of-distribution Detection | Sep 12, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Disentangled Information Bottleneck | Dec 14, 2020 | Adversarial AttackOut-of-Distribution Detection | CodeCode Available | 1 |
| Adversarial vulnerability of powerful near out-of-distribution detection | Jan 18, 2022 | Adversarial RobustnessOut-of-Distribution Detection | CodeCode Available | 1 |
| Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities | Jun 20, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks | Aug 29, 2024 | Open Set LearningOut-of-Distribution Detection | CodeCode Available | 1 |
| Distinction Maximization Loss: Efficiently Improving Out-of-Distribution Detection and Uncertainty Estimation by Replacing the Loss and Calibrating | May 12, 2022 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Isotropy Maximization Loss and Entropic Score: Accurate, Fast, Efficient, Scalable, and Turnkey Neural Networks Out-of-Distribution Detection Based on The Principle of Maximum Entropy | Aug 15, 2019 | Data AugmentationMetric Learning | CodeCode Available | 1 |
| Broken Neural Scaling Laws | Oct 26, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| Open-set Label Noise Can Improve Robustness Against Inherent Label Noise | Jun 21, 2021 | Learning with noisy labelsOut-of-Distribution Detection | CodeCode Available | 1 |
| Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation | Dec 18, 2024 | Earth ObservationOut-of-Distribution Detection | CodeCode Available | 1 |
| A framework for benchmarking class-out-of-distribution detection and its application to ImageNet | Feb 23, 2023 | BenchmarkingKnowledge Distillation | CodeCode Available | 1 |
| Out-of-distribution Detection via Frequency-regularized Generative Models | Aug 18, 2022 | Image GenerationOut-of-Distribution Detection | CodeCode Available | 1 |
| Out of Distribution Detection via Neural Network Anchoring | Jul 8, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging | Mar 1, 2025 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Out-of-Distribution Detection with Hilbert-Schmidt Independence Optimization | Sep 26, 2022 | Outlier DetectionOut-of-Distribution Detection | CodeCode Available | 1 |
| Out-of-Distribution Detection with Semantic Mismatch under Masking | Jul 31, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Hierarchical VAEs Know What They Don't Know | Feb 16, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection | Sep 5, 2022 | Generative Adversarial NetworkIntrusion Detection | CodeCode Available | 1 |
| Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder | Mar 6, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
