| The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection | Oct 12, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Open-set recognition with long-tail sonar images | Sep 1, 2024 | Open Set LearningOut-of-Distribution 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 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning | Jul 8, 2024 | Benchmarkingclass-incremental learning | CodeCode Available | 1 |
| Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection | Jun 23, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection | Jun 2, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection | Jun 1, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| PixOOD: Pixel-Level Out-of-Distribution Detection | May 30, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning | May 22, 2024 | Mathematical ReasoningMultiple-choice | CodeCode Available | 1 |
| Out-of-Distribution Detection with a Single Unconditional Diffusion Model | May 20, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Energy-based Hopfield Boosting for Out-of-Distribution Detection | May 14, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Revisiting Out-of-Distribution Detection in LiDAR-based 3D Object Detection | Apr 24, 2024 | 3D Object DetectionObject | CodeCode Available | 1 |
| Enabling Uncertainty Estimation in Iterative Neural Networks | Mar 25, 2024 | Bayesian OptimizationOut-of-Distribution Detection | CodeCode Available | 1 |
| PUAD: Frustratingly Simple Method for Robust Anomaly Detection | Feb 23, 2024 | Anomaly DetectionOut-of-Distribution Detection | CodeCode Available | 1 |
| Learning with Mixture of Prototypes for Out-of-Distribution Detection | Feb 5, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| How Does Unlabeled Data Provably Help Out-of-Distribution Detection? | Feb 5, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection | Feb 1, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| GOODAT: Towards Test-time Graph Out-of-Distribution Detection | Jan 10, 2024 | Out-of-Distribution Detection | CodeCode Available | 1 |
| Test-Time Linear Out-of-Distribution Detection | Jan 1, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning | Dec 17, 2023 | Out-of-Distribution Detection | CodeCode Available | 1 |
| EAT: Towards Long-Tailed Out-of-Distribution Detection | Dec 14, 2023 | Long-tail LearningOut-of-Distribution Detection | CodeCode Available | 1 |
| Navigating Open Set Scenarios for Skeleton-based Action Recognition | Dec 11, 2023 | Action RecognitionActivity Recognition | CodeCode Available | 1 |
| Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition | Nov 30, 2023 | Explainable Artificial Intelligence (XAI)image-classification | CodeCode Available | 1 |
| ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection | Nov 26, 2023 | Few-Shot LearningOut-of-Distribution Detection | CodeCode Available | 1 |
