Browse State-of-the-Art › Anomaly Detection › Papers, page 23

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 23 of 49: papers 2,201 to 2,300 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.

• Take Package as Language: Anomaly Detection Using Transformer
  15 Nov 2024 0 repositories listed
• Deep Autoencoders for Unsupervised Anomaly Detection in Wildfire Prediction
  14 Nov 2024 0 repositories listed
• Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet?
  14 Nov 2024 0 repositories listed
• A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants
  13 Nov 2024 0 repositories listed
• AI-Enhanced Inverter Fault and Anomaly Detection System for Distributed Energy Resources in Microgrids
  13 Nov 2024 0 repositories listed
• AstroM³: A self-supervised multimodal model for astronomy
  13 Nov 2024 0 repositories listed
• Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
  13 Nov 2024 0 repositories listed
• Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network
  13 Nov 2024 0 repositories listed
• EAPCR: A Universal Feature Extractor for Scientific Data without Explicit Feature Relation Patterns
  12 Nov 2024 0 repositories listed
• Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes
  12 Nov 2024 0 repositories listed
• A neural-network based anomaly detection system and a safety protocol to protect vehicular network
  11 Nov 2024 0 repositories listed
• Anomaly Detection in OKTA Logs using Autoencoders
  11 Nov 2024 0 repositories listed
• Enhancing Predictive Maintenance in Mining Mobile Machinery through a TinyML-enabled Hierarchical Inference Network
  11 Nov 2024 0 repositories listed
• ASTD Patterns for Integrated Continuous Anomaly Detection In Data Logs
  10 Nov 2024 0 repositories listed
• Locally Adaptive One-Class Classifier Fusion with Dynamic ℓp-Norm Constraints for Robust Anomaly Detection
  10 Nov 2024 0 repositories listed
• Early Prediction of Natural Gas Pipeline Leaks Using the MKTCN Model
  9 Nov 2024 0 repositories listed
• Machine learning-driven Anomaly Detection and Forecasting for Euclid Space Telescope Operations
  8 Nov 2024 0 repositories listed
• Predictive Digital Twin for Condition Monitoring Using Thermal Imaging
  8 Nov 2024 0 repositories listed
• From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection
  7 Nov 2024 0 repositories listed
• Interpretable Measurement of CNN Deep Feature Density using Copula and the Generalized Characteristic Function
  7 Nov 2024 0 repositories listed
• Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis
  6 Nov 2024 0 repositories listed
• Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis
  5 Nov 2024 0 repositories listed
• Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches
  4 Nov 2024 0 repositories listed
• See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers
  4 Nov 2024 0 repositories listed
• Anomalous Client Detection in Federated Learning
  3 Nov 2024 0 repositories listed
• AAD-LLM: Adaptive Anomaly Detection Using Large Language Models
  1 Nov 2024 0 repositories listed
• Towards Convexity in Anomaly Detection: A New Formulation of SSLM with Unique Optimal Solutions
  31 Oct 2024 0 repositories listed
• Directional anomaly detection
  30 Oct 2024 0 repositories listed
• Partial Channel Dependence with Channel Masks for Time Series Foundation Models
  30 Oct 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation
  30 Oct 2024 0 repositories listed
• Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection
  29 Oct 2024 0 repositories listed
• LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis
  29 Oct 2024 0 repositories listed
• Unsupervised Multimodal Fusion of In-process Sensor Data for Advanced Manufacturing Process Monitoring
  29 Oct 2024 0 repositories listed
• A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions
  28 Oct 2024 0 repositories listed
• Causal Modeling in Multi-Context Systems: Distinguishing Multiple Context-Specific Causal Graphs which Account for Observational Support
  27 Oct 2024 0 repositories listed
• SIGMA: Single Interpolated Generative Model for Anomalies
  27 Oct 2024 0 repositories listed
• Attention to Patterns is all you need for Insider threat detection
  26 Oct 2024 0 repositories listed
• Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns
  25 Oct 2024 0 repositories listed
• Neuromorphic IoT Architecture for Efficient Water Management: A Smart Village Case Study
  25 Oct 2024 0 repositories listed
• Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection
  25 Oct 2024 0 repositories listed
• Context-Aware Trajectory Anomaly Detection
  24 Oct 2024 0 repositories listed
• Exploring the Universe with SNAD: Anomaly Detection in Astronomy
  24 Oct 2024 0 repositories listed
• Graph Pre-Training Models Are Strong Anomaly Detectors
  24 Oct 2024 0 repositories listed
• Harnessing PU Learning for Enhanced Cloud-based DDoS Detection: A Comparative Analysis
  24 Oct 2024 0 repositories listed
• Integrating Deep Feature Extraction and Hybrid ResNet-DenseNet Model for Multi-Class Abnormality Detection in Endoscopic Images
  24 Oct 2024 0 repositories listed
• Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis
  21 Oct 2024 0 repositories listed
• LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling
  21 Oct 2024 0 repositories listed
• MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast
  21 Oct 2024 0 repositories listed
• MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications
  20 Oct 2024 0 repositories listed
• Controllable RANSAC-based Anomaly Detection via Hypothesis Testing
  19 Oct 2024 0 repositories listed
• ReeFRAME: Reeb Graph based Trajectory Analysis Framework to Capture Top-Down and Bottom-Up Patterns of Life
  19 Oct 2024 0 repositories listed
• Towards Unsupervised Validation of Anomaly-Detection Models
  18 Oct 2024 0 repositories listed
• A Physics-Based Context-Aware Approach for Anomaly Detection in Teleoperated Driving Operations Under False Data Injection Attacks
  17 Oct 2024 0 repositories listed
• Statistical testing on generative AI anomaly detection tools in Alzheimer's Disease diagnosis
  17 Oct 2024 0 repositories listed
• Automatic Mapping of Anatomical Landmarks from Free-Text Using Large Language Models: Insights from Llama-2
  16 Oct 2024 0 repositories listed
• Revisited Large Language Model for Time Series Analysis through Modality Alignment
  16 Oct 2024 0 repositories listed
• A Formal Framework for Assessing and Mitigating Emergent Security Risks in Generative AI Models: Bridging Theory and Dynamic Risk Mitigation
  15 Oct 2024 0 repositories listed
• CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection
  15 Oct 2024 0 repositories listed
• Federated Learning framework for LoRaWAN-enabled IIoT communication: A case study
  15 Oct 2024 0 repositories listed
• AI-based particle track identification in scintillating fibres read out with imaging sensors
  14 Oct 2024 0 repositories listed
• LADMIM: Logical Anomaly Detection with Masked Image Modeling in Discrete Latent Space
  14 Oct 2024 0 repositories listed
• TAAD: Time-varying adversarial anomaly detection in dynamic graphs
  14 Oct 2024 0 repositories listed
• DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection
  13 Oct 2024 0 repositories listed
• Anomaly Detection and Inlet Pressure Prediction in Water Distribution Systems Using Machine Learning
  12 Oct 2024 0 repositories listed
• Timeseria: an object-oriented time series processing library
  12 Oct 2024 0 repositories listed
• A Theoretical Framework for AI-driven data quality monitoring in high-volume data environments
  11 Oct 2024 0 repositories listed
• Convolutional Neural Network Design and Evaluation for Real-Time Multivariate Time Series Fault Detection in Spacecraft Attitude Sensors
  11 Oct 2024 0 repositories listed
• DFM: Interpolant-free Dual Flow Matching
  11 Oct 2024 0 repositories listed
• Enhanced Federated Anomaly Detection Through Autoencoders Using Summary Statistics-Based Thresholding
  11 Oct 2024 0 repositories listed
• Towards Cross-domain Few-shot Graph Anomaly Detection
  11 Oct 2024 0 repositories listed
• KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data
  10 Oct 2024 0 repositories listed
• SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems
  10 Oct 2024 0 repositories listed
• On The Relationship between Visual Anomaly-free and Anomalous Representations
  9 Oct 2024 0 repositories listed
• rECGnition_v1.0: Arrhythmia detection using cardiologist-inspired multi-modal architecture incorporating demographic attributes in ECG
  9 Oct 2024 0 repositories listed
• Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs
  8 Oct 2024 0 repositories listed
• Applying Quantum Autoencoders for Time Series Anomaly Detection
  5 Oct 2024 0 repositories listed
• Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution
  5 Oct 2024 0 repositories listed
• BlockFound: Customized blockchain foundation model for anomaly detection
  5 Oct 2024 0 repositories listed
• Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods
  5 Oct 2024 0 repositories listed
• Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection
  4 Oct 2024 0 repositories listed
• Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
  3 Oct 2024 0 repositories listed
• Incorporating Metabolic Information into LLMs for Anomaly Detection in Clinical Time-Series
  2 Oct 2024 0 repositories listed
• LEGO: Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
  2 Oct 2024 0 repositories listed
• RADAR: Robust Two-stage Modality-incomplete Industrial Anomaly Detection
  2 Oct 2024 0 repositories listed
• Uncertainty-aware Human Mobility Modeling and Anomaly Detection
  2 Oct 2024 0 repositories listed
• AI Persuasion, Bayesian Attribution, and Career Concerns of Doctors
  1 Oct 2024 0 repositories listed
• Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework
  1 Oct 2024 0 repositories listed
• Interactive Explainable Anomaly Detection for Industrial Settings
  1 Oct 2024 0 repositories listed
• Constraining Anomaly Detection with Anomaly-Free Regions
  30 Sep 2024 0 repositories listed
• Multi-Scale Convolutional LSTM with Transfer Learning for Anomaly Detection in Cellular Networks
  30 Sep 2024 0 repositories listed
• Novel machine learning applications at the LHC
  30 Sep 2024 0 repositories listed
• VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection
  30 Sep 2024 0 repositories listed
• Sparse Modelling for Feature Learning in High Dimensional Data
  28 Sep 2024 0 repositories listed
• MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System
  27 Sep 2024 0 repositories listed
• Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models
  27 Sep 2024 0 repositories listed
• Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection
  26 Sep 2024 0 repositories listed
• Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors
  26 Sep 2024 0 repositories listed
• Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning
  25 Sep 2024 0 repositories listed
• VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection
  25 Sep 2024 0 repositories listed
• XAI-guided Insulator Anomaly Detection for Imbalanced Datasets
  25 Sep 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.