| SIFT and SURF based feature extraction for the anomaly detection | Mar 24, 2022 | Anomaly DetectionOne-class classifier | CodeCode Available | 0 |
| Multi-class versus One-class classifier in spontaneous speech analysis oriented to Alzheimer Disease diagnosis | Mar 21, 2022 | One-Class ClassificationOne-class classifier | —Unverified | 0 |
| Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection | Feb 2, 2022 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers | Jan 5, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Flow-based SVDD for anomaly detection | Aug 10, 2021 | Anomaly DetectionOne-class classifier | —Unverified | 0 |
| Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection | Jun 11, 2021 | Anomaly DetectionClassification | —Unverified | 0 |
| Shell Theory: A Statistical Model of Reality | May 28, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| The Deep Radial Basis Function Data Descriptor (D-RBFDD) Network: A One-Class Neural Network for Anomaly Detection | Jan 29, 2021 | Anomaly Detectionimage-classification | —Unverified | 0 |
| One-class Classification Robust to Geometric Transformation | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning and Evaluating Representations for Deep One-class Classification | Nov 4, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| OneFlow: One-class flow for anomaly detection based on a minimal volume region | Oct 6, 2020 | Anomaly DetectionOne-class classifier | —Unverified | 0 |
| An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm | Oct 2, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| ADIC: Anomaly Detection Integrated Circuit in 65nm CMOS utilizing Approximate Computing | Aug 21, 2020 | Anomaly DetectionOne-class classifier | —Unverified | 0 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 |
| Quantum One-class Classification With a Distance-based Classifier | Jul 31, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| 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 |
| Few-Shot One-Class Classification via Meta-Learning | Jul 8, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| 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 |
| Policy Entropy for Out-of-Distribution Classification | May 25, 2020 | BenchmarkingClassification | —Unverified | 0 |
| Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm | Apr 16, 2020 | Anomaly DetectionNovelty Detection | CodeCode Available | 1 |
| Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data | Apr 5, 2020 | One-class classifier | CodeCode Available | 0 |
| Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders | Dec 28, 2019 | ClusteringFault Detection | —Unverified | 0 |
| Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data | Nov 25, 2019 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output | Oct 23, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
