Browse State-of-the-Art › Unsupervised Anomaly Detection › Papers, page 5

Unsupervised Anomaly Detection

Papers archive 2025-07-28

archive papers tagged: 506 · with a code link: 226 · where Syntology ran a sample: 58 (52 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (58 of 506 tagged: 52 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 5 of 6: papers 401 to 500 of 506, 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.

• Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
  9 Feb 2022 0 repositories listed
• Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors
  31 Jan 2022 0 repositories listed
• Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction
  31 Jan 2022 0 repositories listed
• Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
  25 Jan 2022 0 repositories listed
• An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
  23 Jan 2022 0 repositories listed
• Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection
  13 Jan 2022 0 repositories listed
• Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection
  3 Jan 2022 0 repositories listed
• Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection
  9 Dec 2021 0 repositories listed
• A Taxonomy of Anomalies in Log Data
  26 Nov 2021 0 repositories listed
• Disentangling Physical Parameters for Anomalous Sound Detection Under Domain Shifts
  12 Nov 2021 0 repositories listed
• Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series
  1 Nov 2021 0 repositories listed
• Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients
  25 Oct 2021 0 repositories listed
• Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction
  15 Oct 2021 0 repositories listed
• Challenges for Unsupervised Anomaly Detection in Particle Physics
  13 Oct 2021 0 repositories listed
• Focus Your Distribution: Coarse-to-Fine Non-Contrastive Learning for Anomaly Detection and Localization
  9 Oct 2021 0 repositories listed
• No Shifted Augmentations (NSA): strong baselines for self-supervised Anomaly Detection
  29 Sep 2021 0 repositories listed
• A2Log: Attentive Augmented Log Anomaly Detection
  20 Sep 2021 0 repositories listed
• 3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI
  14 Sep 2021 0 repositories listed
• Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks
  4 Aug 2021 0 repositories listed
• Divide-and-Assemble: Learning Block-wise Memory for Unsupervised Anomaly Detection
  28 Jul 2021 0 repositories listed
• Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals
  27 Jul 2021 0 repositories listed
• Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection
  24 Jul 2021 0 repositories listed
• Tail of Distribution GAN (TailGAN): Generative-Adversarial-Network-Based Boundary Formation
  24 Jul 2021 0 repositories listed
• Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary
  21 Jul 2021 0 repositories listed
• Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection
  20 Jul 2021 0 repositories listed
• Anomaly Detection and Automated Labeling for Voter Registration File Changes
  16 Jun 2021 0 repositories listed
• Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
  11 Jun 2021 0 repositories listed
• From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets
  10 Jun 2021 0 repositories listed
• Deep Random Projection Outlyingness for Unsupervised Anomaly Detection
  8 Jun 2021 0 repositories listed
• Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection
  2 Jun 2021 0 repositories listed
• Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging
  2 Jun 2021 0 repositories listed
• Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms
  26 May 2021 0 repositories listed
• Unsupervised Anomaly Detection in MR Images using Multi-Contrast Information
  2 May 2021 0 repositories listed
• DRAM Failure Prediction in AIOps: Empirical Evaluation, Challenges and Opportunities
  30 Apr 2021 0 repositories listed
• Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis
  28 Apr 2021 0 repositories listed
• Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder
  22 Apr 2021 0 repositories listed
• Autoencoders for unsupervised anomaly detection in high energy physics
  19 Apr 2021 0 repositories listed
• Detecting Anomalies Through Contrast in Heterogeneous Data
  2 Apr 2021 0 repositories listed
• 3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI
  24 Mar 2021 0 repositories listed
• Flow-based Self-supervised Density Estimation for Anomalous Sound Detection
  16 Mar 2021 0 repositories listed
• Unsupervised anomaly detection in digital pathology using GANs
  16 Mar 2021 0 repositories listed
• A new interpretable unsupervised anomaly detection method based on residual explanation
  14 Mar 2021 0 repositories listed
• Unsupervised Brain Anomaly Detection and Segmentation with Transformers
  23 Feb 2021 0 repositories listed
• Leveraging 3D Information in Unsupervised Brain MRI Segmentation
  26 Jan 2021 0 repositories listed
• Deep unsupervised anomaly detection
  5 Jan 2021 0 repositories listed
• A General Framework for Unsupervised Anomaly Detection
  1 Jan 2021 0 repositories listed
• GenAD: General Representations of Multivariate Time Series for Anomaly Detection
  1 Jan 2021 0 repositories listed
• Iterative Image Inpainting with Structural Similarity Mask for Anomaly Detection
  1 Jan 2021 0 repositories listed
• Learning Deep Latent Variable Models via Amortized Langevin Dynamics
  1 Jan 2021 0 repositories listed
• Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape
  21 Dec 2020 0 repositories listed
• Anomaly detection through latent space restoration using vector-quantized variational autoencoders
  12 Dec 2020 0 repositories listed
• Unsupervised Anomaly Detection From Semantic Similarity Scores
  1 Dec 2020 0 repositories listed
• Image-based Plant Disease Diagnosis with Unsupervised Anomaly Detection Based on Reconstructability of Colors
  29 Nov 2020 0 repositories listed
• Dependency-based Anomaly Detection: a General Framework and Comprehensive Evaluation
  13 Nov 2020 0 repositories listed
• UAV-AdNet: Unsupervised Anomaly Detection using Deep Neural Networks for Aerial Surveillance
  5 Nov 2020 0 repositories listed
• Unsupervised Anomaly Detection in Parole Hearings using Language Models
  1 Nov 2020 0 repositories listed
• Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection
  29 Oct 2020 0 repositories listed
• Interpretable Machine Learning Models for Predicting and Explaining Vehicle Fuel Consumption Anomalies
  28 Oct 2020 0 repositories listed
• Dimensionality Reduction and Anomaly Detection for CPPS Data using Autoencoder
  28 Oct 2020 0 repositories listed
• Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-parameter Optimization
  25 Sep 2020 0 repositories listed
• Unsupervised Anomaly Detection on Temporal Multiway Data
  20 Sep 2020 0 repositories listed
• Label-Free Segmentation of COVID-19 Lesions in Lung CT
  8 Sep 2020 0 repositories listed
• MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction
  24 Jul 2020 0 repositories listed
• Unsupervised anomaly detection for discrete sequence healthcare data
  20 Jul 2020 0 repositories listed
• P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection
  14 Jul 2020 0 repositories listed
• ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection
  10 Jul 2020 0 repositories listed
• Categorical anomaly detection in heterogeneous data using minimum description length clustering
  14 Jun 2020 0 repositories listed
• Spoof Face Detection Via Semi-Supervised Adversarial Training
  22 May 2020 0 repositories listed
• Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms
  14 May 2020 0 repositories listed
• Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection
  21 Dec 2019 0 repositories listed
• Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks
  18 Dec 2019 0 repositories listed
• Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection
  9 Dec 2019 0 repositories listed
• Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection
  5 Dec 2019 0 repositories listed
• Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space
  10 Oct 2019 0 repositories listed
• A Joint Model for IT Operation Series Prediction and Anomaly Detection
  9 Oct 2019 0 repositories listed
• Deep End-to-end Unsupervised Anomaly Detection
  25 Sep 2019 0 repositories listed
• RATE-DISTORTION OPTIMIZATION GUIDED AUTOENCODER FOR GENERATIVE APPROACH
  25 Sep 2019 0 repositories listed
• Anomaly Detection with Inexact Labels
  11 Sep 2019 0 repositories listed
• Detection of Backdoors in Trained Classifiers Without Access to the Training Set
  27 Aug 2019 0 repositories listed
• Developing an Unsupervised Real-time Anomaly Detection Scheme for Time Series with Multi-seasonality
  3 Aug 2019 0 repositories listed
• Batch Uniformization for Minimizing Maximum Anomaly Score of DNN-based Anomaly Detection in Sounds
  19 Jul 2019 0 repositories listed
• GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis
  14 Jun 2019 0 repositories listed
• UaiNets: From Unsupervised to Active Deep Anomaly Detection
  1 May 2019 0 repositories listed
• A Comparison Study of Credit Card Fraud Detection: Supervised versus Unsupervised
  24 Apr 2019 0 repositories listed
• GAN Augmented Text Anomaly Detection with Sequences of Deep Statistics
  24 Apr 2019 0 repositories listed
• Supervised Anomaly Detection based on Deep Autoregressive Density Estimators
  12 Apr 2019 0 repositories listed
• Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection
  4 Apr 2019 0 repositories listed
• Unsupervised Contextual Anomaly Detection using Joint Deep Variational Generative Models
  1 Apr 2019 0 repositories listed
• Unsupervised Anomaly Detection in Energy Time Series Data Using Variational Recurrent Autoencoders with Attention
  17 Dec 2018 0 repositories listed
• AdaFlow: Domain-Adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-Domain Translation
  14 Dec 2018 0 repositories listed
• Context-encoding Variational Autoencoder for Unsupervised Anomaly Detection
  14 Dec 2018 0 repositories listed
• DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
  23 Aug 2018 0 repositories listed
• Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data
  3 Jul 2018 0 repositories listed
• Deep Active Learning for Anomaly Detection
  23 May 2018 0 repositories listed
• Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic
  9 May 2018 0 repositories listed
• Incorporating Privileged Information to Unsupervised Anomaly Detection
  6 May 2018 0 repositories listed
• Clustering and Unsupervised Anomaly Detection with L2 Normalized Deep Auto-Encoder Representations
  1 Feb 2018 0 repositories listed
• A Theoretical Investigation of Graph Degree as an Unsupervised Normality Measure
  24 Jan 2018 0 repositories listed
• Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things
  18 Dec 2017 0 repositories listed
• Arrays of (locality-sensitive) Count Estimators (ACE): High-Speed Anomaly Detection via Cache Lookups
  20 Jun 2017 0 repositories listed