| AnoOnly: Semi-Supervised Anomaly Detection with the Only Loss on Anomalies | May 30, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 |
| On Diffusion Modeling for Anomaly Detection | May 29, 2023 | Anomaly DetectionDenoising | CodeCode Available | 1 |
| AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling | May 28, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs | May 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Reconstruction Error-based Anomaly Detection with Few Outlying Examples | May 17, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| AGAD: Adversarial Generative Anomaly Detection | Apr 9, 2023 | Anomaly DetectionDiversity | —Unverified | 0 |
| Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection | Apr 5, 2023 | Anomaly DetectionDecoder | —Unverified | 0 |
| Disruption Precursor Onset Time Study Based on Semi-supervised Anomaly Detection | Mar 27, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies | Mar 25, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 2 |
| Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption | Mar 2, 2023 | Anomaly DetectionDenoising | —Unverified | 0 |
| Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks | Feb 3, 2023 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 |
| SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch | Nov 30, 2022 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection | Nov 1, 2022 | Anomaly DetectionGraph structure learning | —Unverified | 0 |
| Deep Anomaly Detection and Search via Reinforcement Learning | Aug 31, 2022 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Semi-Supervised Anomaly Detection Based on Quadratic Multiform Separation | Aug 17, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| R2-AD2: Detecting Anomalies by Analysing the Raw Gradient | Jun 21, 2022 | Anomaly DetectionSemi-supervised Anomaly Detection | CodeCode Available | 0 |
| Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning | Apr 30, 2022 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Semi-supervised anomaly detection algorithm based on KL divergence (SAD-KL) | Mar 28, 2022 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| LesionPaste: One-Shot Anomaly Detection for Medical Images | Mar 12, 2022 | Anomaly DetectionMedical Image Analysis | —Unverified | 0 |
| Anomaly Detection in File Fragment Classification of Image File Formats | Feb 28, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods | Nov 2, 2021 | Anomaly DetectionSemi-supervised Anomaly Detection | —Unverified | 0 |
| From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets | Jun 10, 2021 | Anomaly DetectionNovelty Detection | —Unverified | 0 |
| Elsa: Energy-based learning for semi-supervised anomaly detection | Mar 29, 2021 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays | Feb 19, 2021 | Anomaly DetectionSelf-Supervised Anomaly Detection | CodeCode Available | 0 |
| Iterative weak/self-supervised classification framework for abnormal events detection | Jan 3, 2021 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
