| Generative Semi-supervised Graph Anomaly Detection | Feb 19, 2024 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 2 | 5 |
| Learning and Evaluating Representations for Deep One-class Classification | Nov 4, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| One-Class Risk Estimation for One-Class Hyperspectral Image Classification | Oct 27, 2022 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection | Jul 25, 2022 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| FedMSE: Federated learning for IoT network intrusion detection | Oct 18, 2024 | Federated LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Few-Shot One-Class Classification via Meta-Learning | Jul 8, 2020 | Anomaly DetectionClassification | 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 |
| 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 |
| Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm | Apr 16, 2020 | Anomaly DetectionNovelty Detection | CodeCode Available | 1 | 5 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 | 5 |
| Shell Theory: A Statistical Model of Reality | May 28, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| SIFT and SURF based feature extraction for the anomaly detection | Mar 24, 2022 | Anomaly DetectionOne-class classifier | 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 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 | 5 |
| OCGEC: One-class Graph Embedding Classification for DNN Backdoor Detection | Dec 4, 2023 | Anomaly Detectionbackdoor defense | CodeCode Available | 0 | 5 |
| UNTAG: LEARNING GENERIC FEATURES FOR UNSUPERVISED TYPE-AGNOSTIC DEEPFAKE DETECTION | Jun 4, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Adversarially Learned One-Class Classifier for Novelty Detection | Feb 25, 2018 | Anomaly DetectionNovelty Detection | CodeCode Available | 0 | 5 |
| Generative Probabilistic Novelty Detection with Adversarial Autoencoders | Jul 6, 2018 | DecoderNovelty Detection | 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 |
| Automatic support vector data description | Jan 1, 2018 | One-class classifierOutlier Detection | 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 |
| Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification | May 21, 2018 | Anomaly DetectionClassification | CodeCode Available | 0 | 5 |
| Quantum One-class Classification With a Distance-based Classifier | Jul 31, 2020 | BIG-bench Machine LearningClassification | 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 |
| Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data | Apr 5, 2020 | One-class classifier | CodeCode Available | 0 | 5 |
| Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier | Mar 4, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders | Dec 28, 2019 | ClusteringFault Detection | —Unverified | 0 | 0 |
| Locally Adaptive One-Class Classifier Fusion with Dynamic p-Norm Constraints for Robust Anomaly Detection | Nov 10, 2024 | Anomaly DetectionComputational Efficiency | —Unverified | 0 | 0 |
| Lp-Norm Constrained One-Class Classifier Combination | Dec 25, 2023 | One-Class ClassificationOne-class classifier | —Unverified | 0 | 0 |
| Modeling and Recognition of Smart Grid Faults by a Combined Approach of Dissimilarity Learning and One-Class Classification | Jul 25, 2014 | General ClassificationOne-Class Classification | —Unverified | 0 | 0 |
| Morse Neural Networks for Uncertainty Quantification | Jul 2, 2023 | Anomaly DetectionOne-class classifier | —Unverified | 0 | 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 | 0 |
| Multi-layer Kernel Ridge Regression for One-class Classification | May 20, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| OCFormer: One-Class Transformer Network for Image Classification | Apr 25, 2022 | Classificationimage-classification | —Unverified | 0 | 0 |
| One-class anomaly detection through color-to-thermal AI for building envelope inspection | Feb 5, 2024 | Anomaly DetectionOne-class classifier | —Unverified | 0 | 0 |
| One-class Classification Robust to Geometric Transformation | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| One-class classifiers based on entropic spanning graphs | Apr 8, 2016 | One-class classifier | —Unverified | 0 | 0 |
| One-Class Kernel Spectral Regression | Jul 3, 2018 | Graph EmbeddingOne-class classifier | —Unverified | 0 | 0 |
| One-Class Slab Support Vector Machine | Aug 2, 2016 | One-class classifier | —Unverified | 0 | 0 |
| Online Learning with Regularized Kernel for One-class Classification | Jan 17, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Online Signature Verification using Deep Representation: A new Descriptor | Jun 24, 2018 | One-class classifier | —Unverified | 0 | 0 |
| Outlier Detection by Consistent Data Selection Method | Dec 12, 2017 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor | Oct 13, 2024 | Novelty DetectionOne-Class Classification | —Unverified | 0 | 0 |
| Policy Entropy for Out-of-Distribution Classification | May 25, 2020 | BenchmarkingClassification | —Unverified | 0 | 0 |
| ProtoFL: Unsupervised Federated Learning via Prototypical Distillation | Jul 23, 2023 | Federated LearningOne-Class Classification | —Unverified | 0 | 0 |
| Quality assurance of organs-at-risk delineation in radiotherapy | May 20, 2024 | One-Class ClassificationOne-class classifier | —Unverified | 0 | 0 |
| OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information) | Apr 13, 2019 | General ClassificationNovelty Detection | —Unverified | 0 | 0 |
| Semi-supervised Outlier Detection using Generative And Adversary Framework | Jan 1, 2018 | General ClassificationMulti-class Classification | —Unverified | 0 | 0 |
| Strictly Proper Kernel Scoring Rules and Divergences with an Application to Kernel Two-Sample Hypothesis Testing | Apr 9, 2017 | One-class classifierscoring rule | —Unverified | 0 | 0 |
