| 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 |
| AnomalyHop: An SSL-based Image Anomaly Localization Method | May 8, 2021 | Anomaly LocalizationBenchmarking | CodeCode Available | 1 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| 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 |
| Iterative energy-based projection on a normal data manifold for anomaly localization | Feb 10, 2020 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| 3DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering | Jul 17, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Hybrid Meta-Learning Framework for Anomaly Forecasting in Nonlinear Dynamical Systems via Physics-Inspired Simulation and Deep Ensembles | Jun 15, 2025 | Anomaly DetectionAnomaly Forecasting | —Unverified | 0 |
| Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline | Jun 5, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation | May 30, 2025 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 0 |
| NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI | May 20, 2025 | Anomaly LocalizationBenchmarking | —Unverified | 0 |
| Vision Foundation Model Embedding-Based Semantic Anomaly Detection | May 12, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization | Apr 18, 2025 | Action LocalizationAnomaly Detection | —Unverified | 0 |
| Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection | Apr 4, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 |
| OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment | Mar 3, 2025 | Anomaly LocalizationClassification | CodeCode Available | 0 |
| Transformer-based Multivariate Time Series Anomaly Localization | Jan 15, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation | Jan 1, 2025 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline | Jan 1, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Towards Zero-shot 3D Anomaly Localization | Dec 5, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Exploring Large Vision-Language Models for Robust and Efficient Industrial Anomaly Detection | Dec 1, 2024 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| PaRCE: Probabilistic and Reconstruction-based Competency Estimation for CNN-based Image Classification | Nov 22, 2024 | Anomaly Localizationimage-classification | CodeCode Available | 0 |
| Denoising Diffusion Models for Anomaly Localization in Medical Images | Oct 31, 2024 | Anomaly LocalizationDenoising | —Unverified | 0 |