Browse State-of-the-Art › Anomaly Detection › Papers, page 27
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 27 of 49: papers 2,601 to 2,700 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.
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Toward Multi-class Anomaly Detection: Exploring Class-aware Unified Model against Inter-class Interference21 Mar 2024 0 repositories listed
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Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components21 Mar 2024 0 repositories listed
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Machine Learning-based Layer-wise Detection of Overheating Anomaly in LPBF using Photodiode Data20 Mar 2024 0 repositories listed
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A Comparison of Deep Learning Architectures for Spacecraft Anomaly Detection19 Mar 2024 0 repositories listed
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Improving Interpretability of Scores in Anomaly Detection Based on Gaussian-Bernoulli Restricted Boltzmann Machine19 Mar 2024 0 repositories listed
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Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning19 Mar 2024 0 repositories listed
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Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection18 Mar 2024 0 repositories listed
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Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)18 Mar 2024 0 repositories listed
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Causality from Bottom to Top: A Survey17 Mar 2024 0 repositories listed
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Tokensome: Towards a Genetic Vision-Language GPT for Explainable and Cognitive Karyotyping17 Mar 2024 0 repositories listed
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usfAD Based Effective Unknown Attack Detection Focused IDS Framework17 Mar 2024 0 repositories listed
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Anomaly Detection Based on Isolation Mechanisms: A Survey16 Mar 2024 0 repositories listed
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Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection15 Mar 2024 0 repositories listed
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Single- and Multi-Agent Private Active Sensing: A Deep Neuroevolution Approach15 Mar 2024 0 repositories listed
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Anomaly Detection by Adapting a pre-trained Vision Language Model14 Mar 2024 0 repositories listed
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Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems14 Mar 2024 0 repositories listed
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Detecting Anomalies in Dynamic Graphs via Memory enhanced Normality14 Mar 2024 0 repositories listed
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Caformer: Rethinking Time Series Analysis from Causal Perspective13 Mar 2024 0 repositories listed
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Extracting Explanations, Justification, and Uncertainty from Black-Box Deep Neural Networks13 Mar 2024 0 repositories listed
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Supervised Time Series Classification for Anomaly Detection in Subsea Engineering12 Mar 2024 0 repositories listed
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Detection of Object Throwing Behavior in Surveillance Videos11 Mar 2024 0 repositories listed
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Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies11 Mar 2024 0 repositories listed
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Study of the Impact of the Big Data Era on Accounting and Auditing11 Mar 2024 0 repositories listed
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Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation10 Mar 2024 0 repositories listed
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Learning Expressive And Generalizable Motion Features For Face Forgery Detection8 Mar 2024 0 repositories listed
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Simulating Battery-Powered TinyML Systems Optimised using Reinforcement Learning in Image-Based Anomaly Detection8 Mar 2024 0 repositories listed
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Effectiveness Assessment of Recent Large Vision-Language Models7 Mar 2024 0 repositories listed
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MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network7 Mar 2024 0 repositories listed
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Signature Isolation Forest7 Mar 2024 0 repositories listed
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Interactive Bayesian Generative Models for Abnormality Detection in Vehicular Networks6 Mar 2024 0 repositories listed
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Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots6 Mar 2024 0 repositories listed
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Portraying the Need for Temporal Data in Flood Detection via Sentinel-16 Mar 2024 0 repositories listed
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Enhancing Security in Federated Learning through Adaptive Consensus-Based Model Update Validation5 Mar 2024 0 repositories listed
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Towards efficient deep autoencoders for multivariate time series anomaly detection4 Mar 2024 0 repositories listed
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Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series4 Mar 2024 0 repositories listed
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AcME-AD: Accelerated Model Explanations for Anomaly Detection2 Mar 2024 0 repositories listed
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Deep Learning-Driven Anomaly Detection for Green IoT Edge Networks1 Mar 2024 0 repositories listed
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Dimensionality reduction techniques to support insider trading detection1 Mar 2024 0 repositories listed
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The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model1 Mar 2024 0 repositories listed
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Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling29 Feb 2024 0 repositories listed
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COFT-AD: COntrastive Fine-Tuning for Few-Shot Anomaly Detection29 Feb 2024 0 repositories listed
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Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model28 Feb 2024 0 repositories listed
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CGGM: A conditional graph generation model with adaptive sparsity for node anomaly detection in IoT networks27 Feb 2024 0 repositories listed
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Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization27 Feb 2024 0 repositories listed
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Attention-GAN for Anomaly Detection: A Cutting-Edge Approach to Cybersecurity Threat Management25 Feb 2024 0 repositories listed
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PatchFlow: Leveraging a Flow-Based Model with Patch Features24 Feb 2024 0 repositories listed
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Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection23 Feb 2024 0 repositories listed
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Reimagining Anomalies: What If Anomalies Were Normal?22 Feb 2024 0 repositories listed
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FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework20 Feb 2024 0 repositories listed
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Statistical Test on Diffusion Model-based Anomaly Detection by Selective Inference19 Feb 2024 0 repositories listed
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Empirical Density Estimation based on Spline Quasi-Interpolation with applications to Copulas clustering modeling18 Feb 2024 0 repositories listed
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LogELECTRA: Self-supervised Anomaly Detection for Unstructured Logs16 Feb 2024 0 repositories listed
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Trustworthy UAV Cooperative Localization: Information Analysis of Performance and Security15 Feb 2024 0 repositories listed
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Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review15 Feb 2024 0 repositories listed
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Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data15 Feb 2024 0 repositories listed
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Research and application of Transformer based anomaly detection model: A literature review14 Feb 2024 0 repositories listed
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APALU: A Trainable, Adaptive Activation Function for Deep Learning Networks13 Feb 2024 0 repositories listed
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Unveiling Hidden Energy Anomalies: Harnessing Deep Learning to Optimize Energy Management in Sports Facilities13 Feb 2024 0 repositories listed
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Distributed Anomaly Detection in Modern Power Systems: A Penalty-based Mitigation Approach12 Feb 2024 0 repositories listed
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Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI10 Feb 2024 0 repositories listed
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Advancing Video Anomaly Detection: A Concise Review and a New Dataset7 Feb 2024 0 repositories listed
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IoT Network Traffic Analysis with Deep Learning6 Feb 2024 0 repositories listed
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Statistical Test for Anomaly Detections by Variational Auto-Encoders6 Feb 2024 0 repositories listed
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Weakly Supervised Anomaly Detection via Knowledge-Data Alignment6 Feb 2024 0 repositories listed
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One-class anomaly detection through color-to-thermal AI for building envelope inspection5 Feb 2024 0 repositories listed
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Quantum Normalizing Flows for Anomaly Detection5 Feb 2024 0 repositories listed
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Understanding Time Series Anomaly State Detection through One-Class Classification3 Feb 2024 0 repositories listed
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A hybrid IndRNNLSTM approach for real-time anomaly detection in software-defined networks2 Feb 2024 0 repositories listed
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Develop End-to-End Anomaly Detection System1 Feb 2024 0 repositories listed
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Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection1 Feb 2024 0 repositories listed
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Statistical validation of a deep learning algorithm for dental anomaly detection in intraoral radiographs using paired data1 Feb 2024 0 repositories listed
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A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect29 Jan 2024 0 repositories listed
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Anomaly Detection of Particle Orbit in Accelerator using LSTM Deep Learning Technology28 Jan 2024 0 repositories listed
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Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detection26 Jan 2024 0 repositories listed
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SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance26 Jan 2024 0 repositories listed
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Towards Robust Hyperspectral Anomaly Detection: Decomposing Background, Anomaly, and Mixed Noise via Convex Optimization26 Jan 2024 0 repositories listed
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Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection25 Jan 2024 0 repositories listed
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A Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection22 Jan 2024 0 repositories listed
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Unraveling Attacks in Machine Learning-based IoT Ecosystems: A Survey and the Open Libraries Behind Them22 Jan 2024 0 repositories listed
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DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection20 Jan 2024 0 repositories listed
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MAEDiff: Masked Autoencoder-enhanced Diffusion Models for Unsupervised Anomaly Detection in Brain Images19 Jan 2024 0 repositories listed
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PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization19 Jan 2024 0 repositories listed
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Intelligent Optimization and Machine Learning Algorithms for Structural Anomaly Detection using Seismic Signals18 Jan 2024 0 repositories listed
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MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series18 Jan 2024 0 repositories listed
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A GAN-based data poisoning framework against anomaly detection in vertical federated learning17 Jan 2024 0 repositories listed
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ADVENT: Attack/Anomaly Detection in VANETs16 Jan 2024 0 repositories listed
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PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies16 Jan 2024 0 repositories listed
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Robust Anomaly Detection for Particle Physics Using Multi-Background Representation Learning16 Jan 2024 0 repositories listed
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The weird and the wonderful in our Solar System: Searching for serendipity in the Legacy Survey of Space and Time16 Jan 2024 0 repositories listed
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MLAD: A Unified Model for Multi-system Log Anomaly Detection15 Jan 2024 0 repositories listed
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Attention Modules Improve Modern Image-Level Anomaly Detection: A DifferNet Case Study13 Jan 2024 0 repositories listed
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Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs13 Jan 2024 0 repositories listed
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EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model11 Jan 2024 0 repositories listed
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Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values11 Jan 2024 0 repositories listed
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Video Anomaly Detection and Explanation via Large Language Models11 Jan 2024 0 repositories listed
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A Light-weight and Unsupervised Method for Near Real-time Behavioral Analysis using Operational Data Measurement10 Jan 2024 0 repositories listed
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Empirical Analysis of Anomaly Detection on Hyperspectral Imaging Using Dimension Reduction Methods9 Jan 2024 0 repositories listed
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Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs8 Jan 2024 0 repositories listed
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FM-AE: Frequency-masked Multimodal Autoencoder for Zinc Electrolysis Plate Contact Abnormality Detection8 Jan 2024 0 repositories listed
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Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis7 Jan 2024 0 repositories listed