Browse State-of-the-Art › Anomaly Detection › Papers, page 36

Anomaly Detection

Papers archive 2025-07-28

archive papers tagged: 4,856 · with a code link: 1,727 · where Syntology ran a sample: 347 (294 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (347 of 4,856 tagged: 294 with a run with no instrument failure, 53 where every run was a failure of Syntology's instrument)

Page 36 of 49: papers 3,501 to 3,600 of 4,856, 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.

• "Flux+Mutability": A Conditional Generative Approach to One-Class Classification and Anomaly Detection
  19 Apr 2022 0 repositories listed
• AI for human assessment: What do professional assessors need?
  18 Apr 2022 0 repositories listed
• Multi-scale Anomaly Detection for Big Time Series of Industrial Sensors
  18 Apr 2022 0 repositories listed
• AFSC: Adaptive Fourier Space Compression for Anomaly Detection
  17 Apr 2022 0 repositories listed
• Anomalous Sound Detection Based on Machine Activity Detection
  15 Apr 2022 0 repositories listed
• Self-Supervised Losses for One-Class Textual Anomaly Detection
  12 Apr 2022 0 repositories listed
• Unsupervised Anomaly and Change Detection with Multivariate Gaussianization
  12 Apr 2022 0 repositories listed
• Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data
  12 Apr 2022 0 repositories listed
• A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency
  8 Apr 2022 0 repositories listed
• EPASAD: Ellipsoid decision boundary based Process-Aware Stealthy Attack Detector
  8 Apr 2022 0 repositories listed
• Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems
  7 Apr 2022 0 repositories listed
• Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks
  6 Apr 2022 0 repositories listed
• Learning to Adapt to Domain Shifts with Few-shot Samples in Anomalous Sound Detection
  5 Apr 2022 0 repositories listed
• A Survey on Graph Representation Learning Methods
  4 Apr 2022 0 repositories listed
• Distributed Anomaly Detection and Estimation over Sensor Networks: Observational-Equivalence and Q-Redundant Observer Design
  4 Apr 2022 0 repositories listed
• Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
  4 Apr 2022 0 repositories listed
• IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset
  30 Mar 2022 0 repositories listed
• Radial Autoencoders for Enhanced Anomaly Detection
  29 Mar 2022 0 repositories listed
• PAEDID: Patch Autoencoder Based Deep Image Decomposition For Pixel-level Defective Region Segmentation
  28 Mar 2022 0 repositories listed
• Semi-supervised anomaly detection algorithm based on KL divergence (SAD-KL)
  28 Mar 2022 0 repositories listed
• A multi-stream deep neural network with late fuzzy fusion for real-world anomaly detection
  27 Mar 2022 0 repositories listed
• Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos
  25 Mar 2022 0 repositories listed
• From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks
  25 Mar 2022 0 repositories listed
• Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies
  25 Mar 2022 0 repositories listed
• Domain-Generalized Textured Surface Anomaly Detection
  23 Mar 2022 0 repositories listed
• ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets
  21 Mar 2022 0 repositories listed
• Diverse Counterfactual Explanations for Anomaly Detection in Time Series
  21 Mar 2022 0 repositories listed
• FGAN: Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic
  21 Mar 2022 0 repositories listed
• Two methods for Jamming Identification in UAVs Networks using New Synthetic Dataset
  21 Mar 2022 0 repositories listed
• Subspace Modeling for Fast Out-Of-Distribution and Anomaly Detection
  20 Mar 2022 0 repositories listed
• Machine Learning-based Anomaly Detection in Optical Fiber Monitoring
  19 Mar 2022 0 repositories listed
• No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
  19 Mar 2022 0 repositories listed
• Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models
  17 Mar 2022 0 repositories listed
• PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks
  17 Mar 2022 0 repositories listed
• A Framework for Verifiable and Auditable Federated Anomaly Detection
  15 Mar 2022 0 repositories listed
• Driving Anomaly Detection Using Conditional Generative Adversarial Network
  15 Mar 2022 0 repositories listed
• Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning
  15 Mar 2022 0 repositories listed
• LesionPaste: One-Shot Anomaly Detection for Medical Images
  12 Mar 2022 0 repositories listed
• Multiple Inputs Neural Networks for Medicare fraud Detection
  11 Mar 2022 0 repositories listed
• A Review of Open Source Software Tools for Time Series Analysis
  10 Mar 2022 0 repositories listed
• Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding
  9 Mar 2022 0 repositories listed
• Machine Learning in NextG Networks via Generative Adversarial Networks
  9 Mar 2022 0 repositories listed
• Transfer Learning as an Essential Tool for Digital Twins in Renewable Energy Systems
  9 Mar 2022 0 repositories listed
• Generative Cooperative Learning for Unsupervised Video Anomaly Detection
  8 Mar 2022 0 repositories listed
• Visual anomaly detection in video by variational autoencoder
  8 Mar 2022 0 repositories listed
• Battery Cloud with Advanced Algorithms
  7 Mar 2022 0 repositories listed
• Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review
  7 Mar 2022 0 repositories listed
• Machine Learning based Anomaly Detection for Smart Shirt: A Systematic Review
  7 Mar 2022 0 repositories listed
• Object-centric and memory-guided normality reconstruction for video anomaly detection
  7 Mar 2022 0 repositories listed
• Coresets for Data Discretization and Sine Wave Fitting
  6 Mar 2022 0 repositories listed
• Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis
  6 Mar 2022 0 repositories listed
• Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning
  5 Mar 2022 0 repositories listed
• Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning
  4 Mar 2022 0 repositories listed
• The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
  4 Mar 2022 0 repositories listed
• Anomaly Detection in Big Data
  3 Mar 2022 0 repositories listed
• Data-Efficient and Interpretable Tabular Anomaly Detection
  3 Mar 2022 0 repositories listed
• Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution
  2 Mar 2022 0 repositories listed
• Unsupervised Anomaly Detection from Time-of-Flight Depth Images
  2 Mar 2022 0 repositories listed
• Anomaly Detection in File Fragment Classification of Image File Formats
  28 Feb 2022 0 repositories listed
• Distributed-MPC with Data-Driven Estimation of Bus Admittance Matrix in Voltage Control
  28 Feb 2022 0 repositories listed
• Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection
  25 Feb 2022 0 repositories listed
• Data refinement for fully unsupervised visual inspection using pre-trained networks
  25 Feb 2022 0 repositories listed
• Do autoencoders need a bottleneck for anomaly detection?
  25 Feb 2022 0 repositories listed
• Self-Supervised and Interpretable Anomaly Detection using Network Transformers
  25 Feb 2022 0 repositories listed
• Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection
  25 Feb 2022 0 repositories listed
• Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection
  25 Feb 2022 0 repositories listed
• A spectral-spatial fusion anomaly detection method for hyperspectral imagery
  24 Feb 2022 0 repositories listed
• Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations
  24 Feb 2022 0 repositories listed
• Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors
  23 Feb 2022 0 repositories listed
• Augmentation based unsupervised domain adaptation
  23 Feb 2022 0 repositories listed
• Deep Graph Learning for Anomalous Citation Detection
  23 Feb 2022 0 repositories listed
• ML-based Anomaly Detection in Optical Fiber Monitoring
  23 Feb 2022 0 repositories listed
• Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization
  22 Feb 2022 0 repositories listed
• ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables
  21 Feb 2022 0 repositories listed
• Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants
  21 Feb 2022 0 repositories listed
• Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection
  21 Feb 2022 0 repositories listed
• A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network
  19 Feb 2022 0 repositories listed
• Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes
  15 Feb 2022 0 repositories listed
• Federated-Learning-Based Anomaly Detection for IoT Security Attacks
  15 Feb 2022 0 repositories listed
• Simulating Malicious Attacks on VANETs for Connected and Autonomous Vehicle Cybersecurity: A Machine Learning Dataset
  15 Feb 2022 0 repositories listed
• Trustworthy Anomaly Detection: A Survey
  15 Feb 2022 0 repositories listed
• Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos
  14 Feb 2022 0 repositories listed
• DeCorus: Hierarchical Multivariate Anomaly Detection at Cloud-Scale
  14 Feb 2022 0 repositories listed
• vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs
  14 Feb 2022 0 repositories listed
• RandomSEMO: Normality Learning Of Moving Objects For Video Anomaly Detection
  13 Feb 2022 0 repositories listed
• An Automated Analysis Framework for Trajectory Datasets
  12 Feb 2022 0 repositories listed
• Detecting out-of-context objects using contextual cues
  11 Feb 2022 0 repositories listed
• From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
  11 Feb 2022 0 repositories listed
• Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
  11 Feb 2022 0 repositories listed
• Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system
  11 Feb 2022 0 repositories listed
• Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data
  10 Feb 2022 0 repositories listed
• Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
  9 Feb 2022 0 repositories listed
• Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data
  8 Feb 2022 0 repositories listed
• KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting
  8 Feb 2022 0 repositories listed
• Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
  8 Feb 2022 0 repositories listed
• Robust Anomaly Detection for Time-series Data
  6 Feb 2022 0 repositories listed
• Robust Audio Anomaly Detection
  3 Feb 2022 0 repositories listed
• Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection
  2 Feb 2022 0 repositories listed
• Weighted Isolation and Random Cut Forest Algorithms for Anomaly Detection
  1 Feb 2022 0 repositories listed
• Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks
  31 Jan 2022 0 repositories listed