| SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection | Aug 6, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 9 |
| Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | Aug 28, 2020 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection | Mar 28, 2022 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 1 |
| DSR -- A dual subspace re-projection network for surface anomaly detection | Aug 2, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection | Jul 4, 2022 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Mixed supervision for surface-defect detection: from weakly to fully supervised learning | Apr 13, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 |
| ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects | Mar 6, 2025 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Semi-Supervised Defect Detection via Conditional Diffusion and CLIP-Guided Noise Filtering | Jul 8, 2025 | Defect DetectionSupervised Defect Detection | CodeCode Available | 0 |
