| Generative Semi-supervised Graph Anomaly Detection | Feb 19, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 2 | 5 |
| Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection | Jul 25, 2022 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm | Apr 16, 2020 | Anomaly DetectionNovelty Detection | CodeCode Available | 1 | 5 |
| One-Class Risk Estimation for One-Class Hyperspectral Image Classification | Oct 27, 2022 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Few-Shot One-Class Classification via Meta-Learning | Jul 8, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 | 5 |
| COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature | Jun 11, 2020 | Anomaly DetectionArticles | CodeCode Available | 1 | 5 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| Near out-of-distribution detection for low-resolution radar micro-Doppler signatures | May 12, 2022 | Contrastive LearningGeometry-aware processing | CodeCode Available | 1 | 5 |
| Learning and Evaluating Representations for Deep One-class Classification | Nov 4, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| FedMSE: Federated learning for IoT network intrusion detection | Oct 18, 2024 | Federated LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Quantum One-class Classification With a Distance-based Classifier | Jul 31, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| OCGEC: One-class Graph Embedding Classification for DNN Backdoor Detection | Dec 4, 2023 | Anomaly Detectionbackdoor defense | CodeCode Available | 0 | 5 |
| Automatic support vector data description | Jan 1, 2018 | One-class classifierOutlier Detection | CodeCode Available | 0 | 5 |
| Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification | May 21, 2018 | Anomaly DetectionClassification | CodeCode Available | 0 | 5 |
| Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier | Mar 4, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Satellite Image Forgery Detection and Localization Using GAN and One-Class Classifier | Feb 13, 2018 | Generative Adversarial NetworkImage Forgery Detection | CodeCode Available | 0 | 5 |
| Generative Probabilistic Novelty Detection with Adversarial Autoencoders | Jul 6, 2018 | DecoderNovelty Detection | CodeCode Available | 0 | 5 |
| Adversarially Learned One-Class Classifier for Novelty Detection | Feb 25, 2018 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 | 5 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 | 5 |
| Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers | Jan 5, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output | Oct 23, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data | Apr 5, 2020 | One-class classifier | CodeCode Available | 0 | 5 |
| Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks | Jul 22, 2020 | Face Anti-SpoofingFace Presentation Attack Detection | CodeCode Available | 0 | 5 |
| Shell Theory: A Statistical Model of Reality | May 28, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
