| 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 |
| 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 | 5 |
| Forte : Finding Outliers with Representation Typicality Estimation | Oct 2, 2024 | Out-of-Distribution DetectionRepresentation Learning | 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 |
| Likelihood-Aware Semantic Alignment for Full-Spectrum Out-of-Distribution Detection | Dec 4, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Analysis of Confident-Classifiers for Out-of-distribution Detection | Apr 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation | Aug 7, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 0 | 5 |
| Igeood: An Information Geometry Approach to Out-of-Distribution Detection | Mar 15, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| ImageNet-OOD: Deciphering Modern Out-of-Distribution Detection Algorithms | Oct 3, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Boosting Out-of-Distribution Detection with Multiple Pre-trained Models | Dec 24, 2022 | DiversityOut-of-Distribution 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 |
| Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression | Aug 17, 2023 | Age EstimationDepth Aleatoric Uncertainty Estimation | 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 |
| A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks | Sep 30, 2022 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition | Apr 18, 2019 | Action RecognitionAction Recognition In Videos | CodeCode Available | 0 | 5 |
| Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images | Jun 30, 2022 | Lesion ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| FlowCon: Out-of-Distribution Detection using Flow-Based Contrastive Learning | Jul 3, 2024 | Contrastive LearningDensity Estimation | CodeCode Available | 0 | 5 |
| Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks | Apr 12, 2020 | Image SegmentationMedical Image Segmentation | 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 |
| Improving Confident-Classifiers For Out-of-distribution Detection | Sep 25, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Flow-based Domain Randomization for Learning and Sequencing Robotic Skills | Feb 3, 2025 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks | Jun 13, 2024 | Crowd CountingOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| Back to the Basics: Revisiting Out-of-Distribution Detection Baselines | Jul 7, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score | Oct 8, 2023 | Out-of-Distribution Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
