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One-Class Classification

Papers archive 2025-07-28

archive papers tagged: 227 · with a code link: 71 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (15 of 227 tagged: 13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 227, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Credit Card Fraud Detection with Subspace Learning-based One-Class Classification
  26 Sep 2023 0 repositories listed
• Convolutional autoencoder-based multimodal one-class classification
  25 Sep 2023 0 repositories listed
• Newton Method-based Subspace Support Vector Data Description
  25 Sep 2023 0 repositories listed
• One-Class Classification for Intrusion Detection on Vehicular Networks
  25 Sep 2023 0 repositories listed
• Active anomaly detection based on deep one-class classification
  18 Sep 2023 0 repositories listed
• An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination
  18 Sep 2023 0 repositories listed
• A Perceptron-based Fine Approximation Technique for Linear Separation
  12 Sep 2023 0 repositories listed
• CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification
  4 Sep 2023 0 repositories listed
• Anomaly detection with semi-supervised classification based on risk estimators
  1 Sep 2023 0 repositories listed
• Exploring the Optimization Objective of One-Class Classification for Anomaly Detection
  23 Aug 2023 0 repositories listed
• AMAE: Adaptation of Pre-Trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays
  24 Jul 2023 0 repositories listed
• ProtoFL: Unsupervised Federated Learning via Prototypical Distillation
  23 Jul 2023 0 repositories listed
• Restricted Generative Projection for One-Class Classification and Anomaly Detection
  9 Jul 2023 0 repositories listed
• Learning Off-Road Terrain Traversability with Self-Supervisions Only
  30 May 2023 0 repositories listed
• Wooden Sleeper Deterioration Detection for Rural Railway Prognostics Using Unsupervised Deeper FCDDs
  9 May 2023 0 repositories listed
• SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification
  30 Apr 2023 0 repositories listed
• Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification
  19 Apr 2023 0 repositories listed
• Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection
  16 Apr 2023 0 repositories listed
• PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies
  19 Mar 2023 0 repositories listed
• Synthetic Pseudo Anomalies for Unsupervised Video Anomaly Detection: A Simple yet Efficient Framework based on Masked Autoencoder
  9 Mar 2023 0 repositories listed
• Unsupervised Deep One-Class Classification with Adaptive Threshold based on Training Dynamics
  13 Feb 2023 0 repositories listed
• Adapting the Hypersphere Loss Function from Anomaly Detection to Anomaly Segmentation
  23 Jan 2023 0 repositories listed
• LOSDD: Leave-Out Support Vector Data Description for Outlier Detection
  27 Dec 2022 0 repositories listed
• An Upper Bound for the Distribution Overlap Index and Its Applications
  16 Dec 2022 0 repositories listed
• Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection
  15 Dec 2022 0 repositories listed
• DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection
  15 Dec 2022 0 repositories listed
• Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection
  19 Nov 2022 0 repositories listed
• Learning The Likelihood Test With One-Class Classifiers for Physical Layer Authentication
  22 Oct 2022 0 repositories listed
• [Reproducibility Report] Explainable Deep One-Class Classification
  6 Jun 2022 0 repositories listed
• OCFormer: One-Class Transformer Network for Image Classification
  25 Apr 2022 0 repositories listed
• "Flux+Mutability": A Conditional Generative Approach to One-Class Classification and Anomaly Detection
  19 Apr 2022 0 repositories listed
• Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography
  14 Apr 2022 0 repositories listed
• Multi-class versus One-class classifier in spontaneous speech analysis oriented to Alzheimer Disease diagnosis
  21 Mar 2022 0 repositories listed
• ℓₚ Slack Norm Support Vector Data Description
  16 Mar 2022 0 repositories listed
• Generative Cooperative Learning for Unsupervised Video Anomaly Detection
  8 Mar 2022 0 repositories listed
• Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning
  4 Mar 2022 0 repositories listed
• Mobile authentication of copy detection patterns
  4 Mar 2022 0 repositories listed
• Towards Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping
  28 Feb 2022 0 repositories listed
• Data refinement for fully unsupervised visual inspection using pre-trained networks
  25 Feb 2022 0 repositories listed
• On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios
  24 Feb 2022 0 repositories listed
• SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control
  3 Feb 2022 0 repositories listed
• FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
  30 Nov 2021 0 repositories listed
• Constrained Deep One-Class Feature Learning For Classifying Imbalanced Medical Images
  20 Nov 2021 0 repositories listed
• Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification
  20 Nov 2021 0 repositories listed
• Conical Classification For Efficient One-Class Topic Determination
  1 Nov 2021 0 repositories listed
• Conical Classification For Computationally Efficient One-Class Topic Determination
  31 Oct 2021 0 repositories listed
• Conceptron: a probabilistic deep one-class classification method
  29 Sep 2021 0 repositories listed
• Deep Inverse Reinforcement Learning via Adversarial One-Class Classification
  29 Sep 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification with Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• Unsupervised Artifact Detection for Whole Slide Images of Prostate Biopsies
  29 Sep 2021 0 repositories listed
• One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification
  14 Sep 2021 0 repositories listed
• One-Class Classification for Wafer Map using Adversarial Autoencoder with DSVDD Prior
  15 Jul 2021 0 repositories listed
• Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
  11 Jun 2021 0 repositories listed
• Deep Visual Anomaly detection with Negative Learning
  24 May 2021 0 repositories listed
• DOC3-Deep One Class Classification using Contradictions
  17 May 2021 0 repositories listed
• Multi-view Deep One-class Classification: A Systematic Exploration
  27 Apr 2021 0 repositories listed
• Federated Learning-based Active Authentication on Mobile Devices
  14 Apr 2021 0 repositories listed
• One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring
  9 Apr 2021 0 repositories listed
• Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection
  1 Mar 2021 0 repositories listed
• Optimised one-class classification performance
  4 Feb 2021 0 repositories listed
• Average Localised Proximity: A new data descriptor with good default one-class classification performance
  26 Jan 2021 0 repositories listed
• A Joint Representation Learning and Feature Modeling Approach for One-class Recognition
  24 Jan 2021 0 repositories listed
• One-Class Classification: A Survey
  8 Jan 2021 0 repositories listed
• One-class Classification Robust to Geometric Transformation
  1 Jan 2021 0 repositories listed
• Towards Fair Deep Anomaly Detection
  29 Dec 2020 0 repositories listed
• Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network
  1 Dec 2020 0 repositories listed
• FROCC: Fast Random projection-based One-Class Classification
  29 Nov 2020 0 repositories listed
• Minimum Variance Embedded Auto-associative Kernel Extreme Learning Machine for One-class Classification
  24 Nov 2020 0 repositories listed
• An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm
  2 Oct 2020 0 repositories listed
• A Unifying Review of Deep and Shallow Anomaly Detection
  24 Sep 2020 0 repositories listed
• STEP-GAN: A Step-by-Step Training for Multi Generator GANs with application to Cyber Security in Power Systems
  11 Sep 2020 0 repositories listed
• ℓₚ-Norm Multiple Kernel One-Class Fisher Null-Space
  19 Aug 2020 0 repositories listed
• Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer
  18 Aug 2020 0 repositories listed
• G2D: Generate to Detect Anomaly
  20 Jun 2020 0 repositories listed
• Use of in-the-wild images for anomaly detection in face anti-spoofing
  18 Jun 2020 0 repositories listed
• Applying support vector data description for fraud detection
  31 May 2020 0 repositories listed
• Policy Entropy for Out-of-Distribution Classification
  25 May 2020 0 repositories listed
• Evolutionary Simplicial Learning as a Generative and Compact Sparse Framework for Classification
  14 May 2020 0 repositories listed
• Towards Anomaly Detection in Dashcam Videos
  11 Apr 2020 0 repositories listed
• Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis
  26 Mar 2020 0 repositories listed
• Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images
  6 Mar 2020 0 repositories listed
• Boosting rare benthic macroinvertebrates taxa identification with one-class classification
  12 Feb 2020 0 repositories listed
• Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification
  24 Jan 2020 0 repositories listed
• Comparison of Statistical and Machine Learning Techniques for Physical Layer Authentication
  17 Jan 2020 0 repositories listed
• Unsupervised Learning of the Set of Local Maxima
  14 Jan 2020 0 repositories listed
• Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning
  31 Dec 2019 0 repositories listed
• Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders
  28 Dec 2019 0 repositories listed
• Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data
  25 Nov 2019 0 repositories listed
• Statistical and Machine Learning-based Decision Techniques for Physical Layer Authentication
  16 Sep 2019 0 repositories listed
• Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information
  22 Jul 2019 0 repositories listed
• Contextual One-Class Classification in Data Streams
  9 Jul 2019 0 repositories listed
• Domain Adaptive Attention Learning for Unsupervised Person Re-Identification
  25 May 2019 0 repositories listed
• Multi-Task Kernel Null-Space for One-Class Classification
  22 May 2019 0 repositories listed
• A Multi-modal one-class generative adversarial network for anomaly detection in manufacturing
  1 May 2019 0 repositories listed
• End-to-End Adversarial Learning for Intrusion Detection in Computer Networks
  25 Apr 2019 0 repositories listed
• 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)
  13 Apr 2019 0 repositories listed
• Graph-Embedded Multi-layer Kernel Extreme Learning Machine for One-class Classification or (Graph-Embedded Multi-layer Kernel Ridge Regression for One-class Classification)
  13 Apr 2019 0 repositories listed
• Active Authentication using an Autoencoder regularized CNN-based One-Class Classifier
  4 Mar 2019 0 repositories listed
• Robust One-Class Kernel Spectral Regression
  6 Feb 2019 0 repositories listed
• Deep One-Class Classification Using Intra-Class Splitting
  4 Feb 2019 0 repositories listed