| Prototype Guided Network for Anomaly Segmentation | Jan 15, 2022 | Anomaly SegmentationSegmentation | —Unverified | 0 |
| ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network | Dec 16, 2021 | Anomaly SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| SCNet: A Generalized Attention-based Model for Crack Fault Segmentation | Dec 2, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data | Nov 29, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Consensus Synergizes with Memory: A Simple Approach for Anomaly Segmentation in Urban Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes | Nov 24, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning | Oct 7, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization | Sep 30, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Improving and Assessing Anomaly Detectors for Large-Scale Settings | Sep 29, 2021 | Anomaly SegmentationOut-of-Distribution Detection | —Unverified | 0 |
| 3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI | Sep 14, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| 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 |
| Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations | Aug 9, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| 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 |
| Contrastive Predictive Coding for Anomaly Detection | Jul 16, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Towards Total Recall in Industrial Anomaly Detection | Jun 15, 2021 | 3D Anomaly DetectionAnomaly Classification | CodeCode Available | 2 |
| 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 |
| Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation | Mar 31, 2021 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation | Mar 16, 2021 | AnatomyAnomaly Detection | —Unverified | 0 |
| Pixel-wise Anomaly Detection in Complex Driving Scenes | Mar 9, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |