| Self-Supervised Masking for Unsupervised Anomaly Detection and Localization | May 13, 2022 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Discriminative Feature Learning Framework with Gradient Preference for Anomaly Detection | Apr 23, 2022 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| AnoViT: Unsupervised Anomaly Detection and Localization with Vision Transformer-based Encoder-Decoder | Mar 21, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 |
| On the Pitfalls of Using the Residual Error as Anomaly Score | Feb 8, 2022 | Anomaly Localization | CodeCode Available | 0 |
| DeepFIB: Self-Imputation for Time Series Anomaly Detection | Dec 12, 2021 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Anomaly Localization in Model Gradients Under Backdoor Attacks Against Federated Learning | Nov 29, 2021 | Anomaly LocalizationBackdoor Attack | CodeCode Available | 0 |
| PEDENet: Image Anomaly Localization via Patch Embedding and Density Estimation | Oct 29, 2021 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| 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 |
| Graph Attention Network For Microwave Imaging of Brain Anomaly | Aug 4, 2021 | Anomaly LocalizationGraph Attention | —Unverified | 0 |
| Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison | Jun 19, 2021 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| AnomalyHop: An SSL-based Image Anomaly Localization Method | May 8, 2021 | Anomaly LocalizationBenchmarking | CodeCode Available | 1 |
| Industrial Image Anomaly Localization Based on Gaussian Clustering of Pretrained Feature | Jan 6, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Improving unsupervised anomaly localization by applying multi-scale memories to autoencoders | Dec 21, 2020 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Multiresolution Knowledge Distillation for Anomaly Detection | Nov 22, 2020 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization | Nov 17, 2020 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Localizing Anomalies from Weakly-Labeled Videos | Aug 20, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Anomaly localization by modeling perceptual features | Aug 12, 2020 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Proactive Network Maintenance using Fast, Accurate Anomaly Localization and Classification on 1-D Data Series | Jul 17, 2020 | Anomaly LocalizationManagement | —Unverified | 0 |
| Unsupervised anomaly localization using VAE and beta-VAE | May 19, 2020 | Anomaly Localization | —Unverified | 0 |
| Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing | Mar 2, 2020 | Anomaly LocalizationCompressive Sensing | —Unverified | 0 |
| Iterative energy-based projection on a normal data manifold for anomaly localization | Feb 10, 2020 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Attention Guided Anomaly Localization in Images | Nov 19, 2019 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
