Browse State-of-the-Art › Anomaly Detection › Papers, page 20

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 20 of 49: papers 1,901 to 2,000 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.

• MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning
  9 Apr 2025 0 repositories listed
• A Self-Supervised Framework for Space Object Behaviour Characterisation
  8 Apr 2025 0 repositories listed
• Autoencoder-Based Detection of Anomalous Stokes V Spectra in the Flare-Producing Active Region 13663 Using Hinode/SP Observations
  8 Apr 2025 0 repositories listed
• Hybrid Temporal Differential Consistency Autoencoder for Efficient and Sustainable Anomaly Detection in Cyber-Physical Systems
  8 Apr 2025 0 repositories listed
• On multipolar magnetic anomaly detection: multipolar signal subspaces, an analytical orthonormal basis, multipolar truncature and detection performance
  7 Apr 2025 0 repositories listed
• Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling
  7 Apr 2025 0 repositories listed
• iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning
  6 Apr 2025 0 repositories listed
• AttackLLM: LLM-based Attack Pattern Generation for an Industrial Control System
  5 Apr 2025 0 repositories listed
• Foundation Models for Time Series: A Survey
  5 Apr 2025 0 repositories listed
• Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection
  4 Apr 2025 0 repositories listed
• Analytical Discovery of Manifold with Machine Learning
  3 Apr 2025 0 repositories listed
• Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning
  3 Apr 2025 0 repositories listed
• CRC-SGAD: Conformal Risk Control for Supervised Graph Anomaly Detection
  3 Apr 2025 0 repositories listed
• Improving log-based anomaly detection through learned adaptive filter
  3 Apr 2025 0 repositories listed
• VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection
  3 Apr 2025 0 repositories listed
• Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection
  2 Apr 2025 0 repositories listed
• What is AI, what is it not, how we use it in physics and how it impacts... you
  2 Apr 2025 0 repositories listed
• Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection
  1 Apr 2025 0 repositories listed
• Federated Structured Sparse PCA for Anomaly Detection in IoT Networks
  31 Mar 2025 0 repositories listed
• GAL-MAD: Towards Explainable Anomaly Detection in Microservice Applications Using Graph Attention Networks
  31 Mar 2025 0 repositories listed
• A Dataset for Semantic Segmentation in the Presence of Unknowns
  28 Mar 2025 0 repositories listed
• AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis
  27 Mar 2025 0 repositories listed
• iMedImage Technical Report
  27 Mar 2025 0 repositories listed
• Adaptive State-Space Mamba for Real-Time Sensor Data Anomaly Detection
  26 Mar 2025 0 repositories listed
• Channel impulse response peak clustering using neural networks
  26 Mar 2025 0 repositories listed
• LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions
  26 Mar 2025 0 repositories listed
• Refining Time Series Anomaly Detectors using Large Language Models
  26 Mar 2025 0 repositories listed
• Post-Hoc Calibrated Anomaly Detection
  25 Mar 2025 0 repositories listed
• Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks
  25 Mar 2025 0 repositories listed
• Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics
  24 Mar 2025 0 repositories listed
• CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos
  24 Mar 2025 0 repositories listed
• Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants
  24 Mar 2025 0 repositories listed
• Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching
  23 Mar 2025 0 repositories listed
• Anomize: Better Open Vocabulary Video Anomaly Detection
  23 Mar 2025 0 repositories listed
• Assessing workflow impact and clinical utility of AI-assisted brain aneurysm detection: a multi-reader study
  22 Mar 2025 0 repositories listed
• Bayesian generative models can flag performance loss, bias, and out-of-distribution image content
  21 Mar 2025 0 repositories listed
• CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series
  21 Mar 2025 0 repositories listed
• TRACE: Time SeRies PArameter EffiCient FinE-tuning
  21 Mar 2025 0 repositories listed
• A multi-model approach using XAI and anomaly detection to predict asteroid hazards
  20 Mar 2025 0 repositories listed
• Multivariate Time Series Anomaly Detection in Industry 5.0
  20 Mar 2025 0 repositories listed
• Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures
  19 Mar 2025 0 repositories listed
• FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis
  19 Mar 2025 0 repositories listed
• LogLLaMA: Transformer-based log anomaly detection with LLaMA
  19 Mar 2025 0 repositories listed
• Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection
  19 Mar 2025 0 repositories listed
• Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift
  19 Mar 2025 0 repositories listed
• EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models
  18 Mar 2025 0 repositories listed
• Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions
  17 Mar 2025 0 repositories listed
• MFP-CLIP: Exploring the Efficacy of Multi-Form Prompts for Zero-Shot Industrial Anomaly Detection
  17 Mar 2025 0 repositories listed
• Adaptive Fault Tolerance Mechanisms of Large Language Models in Cloud Computing Environments
  15 Mar 2025 0 repositories listed
• Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection
  14 Mar 2025 0 repositories listed
• Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion
  14 Mar 2025 0 repositories listed
• G²SF-MIAD: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection
  13 Mar 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 11 harvested samples)
• Hoi2Anomaly: An Explainable Anomaly Detection Approach Guided by Human-Object Interaction
  13 Mar 2025 0 repositories listed
• Time-EAPCR: A Deep Learning-Based Novel Approach for Anomaly Detection Applied to the Environmental Field
  12 Mar 2025 0 repositories listed
• A systematic literature review of unsupervised learning algorithms for anomalous traffic detection based on flows
  11 Mar 2025 0 repositories listed
• A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph
  10 Mar 2025 0 repositories listed
• ECNN: A Low-complex, Adjustable CNN for Industrial Pump Monitoring Using Vibration Data
  10 Mar 2025 0 repositories listed
• Probabilistic Segmentation for Robust Field of View Estimation
  10 Mar 2025 0 repositories listed
• Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
  10 Mar 2025 0 repositories listed
• Task-Oriented Connectivity for Networked Robotics with Generative AI and Semantic Communications
  9 Mar 2025 0 repositories listed
• Accurate and Efficient Two-Stage Gun Detection in Video
  8 Mar 2025 0 repositories listed
• Spectral-Spatial Extraction through Layered Tensor Decomposition for Hyperspectral Anomaly Detection
  7 Mar 2025 0 repositories listed
• ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects
  6 Mar 2025 0 repositories listed
• UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security
  6 Mar 2025 0 repositories listed
• Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset
  6 Mar 2025 0 repositories listed
• AI-Driven Multi-Stage Computer Vision System for Defect Detection in Laser-Engraved Industrial Nameplates
  5 Mar 2025 0 repositories listed
• Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions
  5 Mar 2025 0 repositories listed
• PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning
  5 Mar 2025 0 repositories listed
• Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
  5 Mar 2025 0 repositories listed
• Anomaly detection in non-stationary videos using time-recursive differencing network based prediction
  4 Mar 2025 0 repositories listed
• Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection
  4 Mar 2025 0 repositories listed
• Network Anomaly Detection for IoT Using Hyperdimensional Computing on NSL-KDD
  4 Mar 2025 0 repositories listed
• RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration
  4 Mar 2025 0 repositories listed
• World Models for Anomaly Detection during Model-Based Reinforcement Learning Inference
  4 Mar 2025 0 repositories listed
• X2CT-CLIP: Enable Multi-Abnormality Detection in Computed Tomography from Chest Radiography via Tri-Modal Contrastive Learning
  4 Mar 2025 0 repositories listed
• Building Machine Learning Challenges for Anomaly Detection in Science
  3 Mar 2025 0 repositories listed
• Fence Theorem: Preprocessing is Dual-Objective Semantic Structure Isolator in 3D Anomaly Detection
  3 Mar 2025 0 repositories listed
• Meta Learning-Driven Iterative Refinement for Robust Anomaly Detection in Industrial Inspection
  3 Mar 2025 0 repositories listed
• PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness
  3 Mar 2025 0 repositories listed
• CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems
  2 Mar 2025 0 repositories listed
• Transformer Based Self-Context Aware Prediction for Few-Shot Anomaly Detection in Videos
  2 Mar 2025 0 repositories listed
• G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition
  1 Mar 2025 0 repositories listed
• Detection of anomalies in cow activity using wavelet transform based features
  28 Feb 2025 0 repositories listed
• FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection
  28 Feb 2025 0 repositories listed
• When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity
  28 Feb 2025 0 repositories listed
• Detecting Crypto Pump-and-Dump Schemes: A Thresholding-Based Approach to Handling Market Noise
  27 Feb 2025 0 repositories listed
• HDM: Hybrid Diffusion Model for Unified Image Anomaly Detection
  26 Feb 2025 0 repositories listed
• Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining
  26 Feb 2025 0 repositories listed
• Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
  26 Feb 2025 0 repositories listed
• A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network
  25 Feb 2025 0 repositories listed
• A digital eye-fixation biomarker using a deep anomaly scheme to classify Parkisonian patterns
  25 Feb 2025 0 repositories listed
• Identification and Characterization for Disruptions in the U.S. National Airspace System (NAS)
  25 Feb 2025 0 repositories listed
• Improved YOLOv7x-Based Defect Detection Algorithm for Power Equipment
  25 Feb 2025 0 repositories listed
• A Radon-Nikodým Perspective on Anomaly Detection: Theory and Implications
  25 Feb 2025 0 repositories listed
• An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving
  23 Feb 2025 0 repositories listed
• TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning
  23 Feb 2025 0 repositories listed
• DiffFake: Exposing Deepfakes using Differential Anomaly Detection
  22 Feb 2025 0 repositories listed
• Machine Learning-Based Cloud Computing Compliance Process Automation
  22 Feb 2025 0 repositories listed
• rECGnition_v2.0: Self-Attentive Canonical Fusion of ECG and Patient Data using deep learning for effective Cardiac Diagnostics
  22 Feb 2025 0 repositories listed
• Adaptive Sparsified Graph Learning Framework for Vessel Behavior Anomalies
  20 Feb 2025 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.