| Unmasking Anomalies in Road-Scene Segmentation | Jul 25, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Optimizing PatchCore for Few/many-shot Anomaly Detection | Jul 20, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation | Jul 11, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes | Feb 14, 2023 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors | Jan 31, 2023 | Anomaly SegmentationOne-Class Classification | CodeCode Available | 1 |
| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | Nov 26, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 |
| U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold | Nov 22, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Informative knowledge distillation for image anomaly segmentation | Jul 19, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation | May 17, 2022 | Anomaly SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization | Sep 30, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRI | Sep 13, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Looking at the whole picture: constrained unsupervised anomaly segmentation | Sep 1, 2021 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | Aug 17, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping | Aug 15, 2021 | Anomaly SegmentationDynamic Time Warping | CodeCode Available | 1 |
| Unsupervised Image Anomaly Detection and Segmentation Based on Pre-trained Feature Mapping | Aug 6, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows | Jul 27, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation | May 31, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation | Apr 30, 2021 | Anomaly SegmentationInstance Segmentation | CodeCode Available | 1 |
| Pixel-wise Anomaly Detection in Complex Driving Scenes | Mar 9, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation | Mar 5, 2021 | Anomaly SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation | Dec 13, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
