Browse State-of-the-Art › Unsupervised Anomaly Detection › Papers, page 4

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 4 of 6: papers 301 to 400 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.

• Deep Anomaly Detection in Text
  14 Dec 2023 0 repositories listed
• Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection
  7 Dec 2023 0 repositories listed
• How Low Can You Go? Surfacing Prototypical In-Distribution Samples for Unsupervised Anomaly Detection
  6 Dec 2023 0 repositories listed
• Bagged Regularized k-Distances for Anomaly Detection
  2 Dec 2023 0 repositories listed
• Leveraging healthy population variability in deep learning unsupervised anomaly detection in brain FDG PET
  20 Nov 2023 0 repositories listed
• CL-Flow:Strengthening the Normalizing Flows by Contrastive Learning for Better Anomaly Detection
  12 Nov 2023 0 repositories listed
• Dual-Branch Reconstruction Network for Industrial Anomaly Detection with RGB-D Data
  12 Nov 2023 0 repositories listed
• Image-Pointcloud Fusion based Anomaly Detection using PD-REAL Dataset
  7 Nov 2023 0 repositories listed
• GADY: Unsupervised Anomaly Detection on Dynamic Graphs
  25 Oct 2023 0 repositories listed
• Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data
  16 Oct 2023 0 repositories listed
• Histogram- and Diffusion-Based Medical Out-of-Distribution Detection
  12 Oct 2023 0 repositories listed
• AnoDODE: Anomaly Detection with Diffusion ODE
  10 Oct 2023 0 repositories listed
• Knowledge Distillation for Anomaly Detection
  9 Oct 2023 0 repositories listed
• LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
  9 Oct 2023 0 repositories listed
• Excision And Recovery: Visual Defect Obfuscation Based Self-Supervised Anomaly Detection Strategy
  6 Oct 2023 0 repositories listed
• (Predictable) Performance Bias in Unsupervised Anomaly Detection
  25 Sep 2023 0 repositories listed
• STemGAN: spatio-temporal generative adversarial network for video anomaly detection
  22 Sep 2023 0 repositories listed
• Resilient VAE: Unsupervised Anomaly Detection at the SLAC Linac Coherent Light Source
  5 Sep 2023 0 repositories listed
• Deep Semi-Supervised Anomaly Detection for Finding Fraud in the Futures Market
  31 Aug 2023 0 repositories listed
• Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls and Opportunities
  28 Aug 2023 0 repositories listed
• Bias in Unsupervised Anomaly Detection in Brain MRI
  26 Aug 2023 0 repositories listed
• A Generic Machine Learning Framework for Fully-Unsupervised Anomaly Detection with Contaminated Data
  25 Aug 2023 0 repositories listed
• Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models
  24 Aug 2023 0 repositories listed
• Semi-Supervised Anomaly Detection for the Determination of Vehicle Hijacking Tweets
  19 Aug 2023 0 repositories listed
• Forensic Data Analytics for Anomaly Detection in Evolving Networks
  17 Aug 2023 0 repositories listed
• A Graph Encoder-Decoder Network for Unsupervised Anomaly Detection
  15 Aug 2023 0 repositories listed
• Patch-wise Auto-Encoder for Visual Anomaly Detection
  1 Aug 2023 0 repositories listed
• AMAE: Adaptation of Pre-Trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays
  24 Jul 2023 0 repositories listed
• TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models
  23 Jul 2023 0 repositories listed
• LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection
  16 Jul 2023 0 repositories listed
• Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection
  13 Jul 2023 0 repositories listed
• Personalized Anomaly Detection in PPG Data using Representation Learning and Biometric Identification
  12 Jul 2023 0 repositories listed
• Exploring Dual Model Knowledge Distillation for Anomaly Detection
  27 Jun 2023 0 repositories listed
• Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach
  19 Jun 2023 0 repositories listed
• Unsupervised Anomaly Detection via Nonlinear Manifold Learning
  15 Jun 2023 0 repositories listed
• IsoEx: an explainable unsupervised approach to process event logs cyber investigation
  7 Jun 2023 0 repositories listed
• Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers
  6 Jun 2023 0 repositories listed
• AnoRand: A Semi Supervised Deep Learning Anomaly Detection Method by Random Labeling
  28 May 2023 0 repositories listed
• Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision
  25 May 2023 0 repositories listed
• Multiresolution Feature Guidance Based Transformer for Anomaly Detection
  24 May 2023 0 repositories listed
• AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection
  22 May 2023 0 repositories listed
• AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection
  21 May 2023 0 repositories listed
• Constructing a meta-learner for unsupervised anomaly detection
  22 Apr 2023 0 repositories listed
• One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities
  17 Apr 2023 0 repositories listed
• Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection
  14 Apr 2023 0 repositories listed
• What makes a good data augmentation for few-shot unsupervised image anomaly detection?
  6 Apr 2023 0 repositories listed
• Unsupervised crack detection on complex stone masonry surfaces
  31 Mar 2023 0 repositories listed
• Unsupervised Anomaly Detection with Local-Sensitive VQVAE and Global-Sensitive Transformers
  29 Mar 2023 0 repositories listed
• Deep Anomaly Detection on Tennessee Eastman Process Data
  10 Mar 2023 0 repositories listed
• Unsupervised Recycled FPGA Detection Using Symmetry Analysis
  3 Mar 2023 0 repositories listed
• Unsupervised Deep Learning for IoT Time Series
  7 Feb 2023 0 repositories listed
• An optimization method for out-of-distribution anomaly detection models
  2 Feb 2023 0 repositories listed
• Coincident Learning for Unsupervised Anomaly Detection
  26 Jan 2023 0 repositories listed
• CRADL: Contrastive Representations for Unsupervised Anomaly Detection and Localization
  5 Jan 2023 0 repositories listed
• Removing Anomalies as Noises for Industrial Defect Localization
  1 Jan 2023 0 repositories listed
• Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model
  1 Jan 2023 0 repositories listed
• Label-Efficient Interactive Time-Series Anomaly Detection
  30 Dec 2022 0 repositories listed
• Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods
  6 Dec 2022 0 repositories listed
• Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection
  5 Dec 2022 0 repositories listed
• A Hybrid Deep Learning Anomaly Detection Framework for Intrusion Detection
  2 Dec 2022 0 repositories listed
• G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring
  29 Nov 2022 0 repositories listed
• MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection
  25 Nov 2022 0 repositories listed
• Deep learning for structural health monitoring: An application to heritage structures
  4 Nov 2022 0 repositories listed
• Unsupervised Anomaly Detection of Paranasal Anomalies in the Maxillary Sinus
  1 Nov 2022 0 repositories listed
• Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging
  28 Oct 2022 0 repositories listed
• AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection
  26 Oct 2022 0 repositories listed
• Anomaly Detection using Generative Models and Sum-Product Networks in Mammography Scans
  12 Oct 2022 0 repositories listed
• Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
  6 Oct 2022 0 repositories listed
• Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection
  26 Sep 2022 0 repositories listed
• A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis
  10 Sep 2022 0 repositories listed
• RUAD: unsupervised anomaly detection in HPC systems
  28 Aug 2022 0 repositories listed
• HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization
  6 Aug 2022 0 repositories listed
• Scrutinizing Shipment Records To Thwart Illegal Timber Trade
  31 Jul 2022 0 repositories listed
• A general-purpose method for applying Explainable AI for Anomaly Detection
  23 Jul 2022 0 repositories listed
• Unsupervised Industrial Anomaly Detection via Pattern Generative and Contrastive Networks
  20 Jul 2022 0 repositories listed
• Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images
  5 Jul 2022 0 repositories listed
• Anomaly Detection with Adversarially Learned Perturbations of Latent Space
  3 Jul 2022 0 repositories listed
• Learning Citywide Patterns of Life from Trajectory Monitoring
  30 Jun 2022 0 repositories listed
• Human-AI communication for human-human communication: Applying interpretable unsupervised anomaly detection to executive coaching
  22 Jun 2022 0 repositories listed
• Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection
  11 Jun 2022 0 repositories listed
• Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention
  8 Jun 2022 0 repositories listed
• CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks
  4 Jun 2022 0 repositories listed
• Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage
  1 Jun 2022 0 repositories listed
• Benchmarking Unsupervised Anomaly Detection and Localization
  30 May 2022 0 repositories listed
• Diminishing Empirical Risk Minimization for Unsupervised Anomaly Detection
  29 May 2022 0 repositories listed
• PAC-Wrap: Semi-Supervised PAC Anomaly Detection
  22 May 2022 0 repositories listed
• Unsupervised Abnormal Traffic Detection through Topological Flow Analysis
  14 May 2022 0 repositories listed
• A Vision Inspired Neural Network for Unsupervised Anomaly Detection in Unordered Data
  13 May 2022 0 repositories listed
• Self-Supervised Masking for Unsupervised Anomaly Detection and Localization
  13 May 2022 0 repositories listed
• Deep Federated Anomaly Detection for Multivariate Time Series Data
  9 May 2022 0 repositories listed
• IRC-safe Graph Autoencoder for unsupervised anomaly detection
  26 Apr 2022 0 repositories listed
• A Survey on Unsupervised Anomaly Detection Algorithms for Industrial Images
  24 Apr 2022 0 repositories listed
• AI for human assessment: What do professional assessors need?
  18 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
• Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
  4 Apr 2022 0 repositories listed
• No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
  19 Mar 2022 0 repositories listed
• Unsupervised Anomaly Detection from Time-of-Flight Depth Images
  2 Mar 2022 0 repositories listed
• Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection
  25 Feb 2022 0 repositories listed
• Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization
  22 Feb 2022 0 repositories listed
• Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
  11 Feb 2022 0 repositories listed