| PKU-GoodsAD: A Supermarket Goods Dataset for Unsupervised Anomaly Detection and Segmentation | Jul 11, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| 2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection | Jun 15, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| Maskomaly:Zero-Shot Mask Anomaly Segmentation | May 26, 2023 | Anomaly SegmentationInformativeness | —Unverified | 0 |
| Segment Any Anomaly without Training via Hybrid Prompt Regularization | May 18, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 2 |
| Neural Architecture Search for Visual Anomaly Segmentation | Apr 18, 2023 | Anomaly SegmentationNeural Architecture Search | CodeCode Available | 0 |
| SimpleNet: A Simple Network for Image Anomaly Detection and Localization | Mar 27, 2023 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection | Mar 15, 2023 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| 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 |
| Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation | Jan 23, 2023 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| A scalable framework for annotating photovoltaic cell defects in electroluminescence images | Dec 15, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| 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 |
| AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection | Oct 26, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| N-pad : Neighboring Pixel-based Industrial Anomaly Detection | Oct 17, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Image-Based Detection of Modifications in Gas Pump PCBs with Deep Convolutional Autoencoders | Sep 30, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
| Anomaly segmentation model for defects detection in electroluminescence images of heterojunction solar cells | Aug 11, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| Curved Geometric Networks for Visual Anomaly Recognition | Aug 2, 2022 | Anomaly DetectionAnomaly Segmentation | —Unverified | 0 |
| SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation | Jul 28, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| Informative knowledge distillation for image anomaly segmentation | Jul 19, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images | Jul 5, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 0 |
| 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 |
| Anomaly Detection via Reverse Distillation from One-Class Embedding | Jan 26, 2022 | Anomaly Classification | CodeCode Available | 2 |
