Anomaly Detection

Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide ...

Unsupervised anomaly detection with generative adversarial networks to guide marker discovery.

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Same Same but Different: Semi-Supervised Defect Detection with Normalizing Flows

Same same but different: Semi-supervised defect detection with normalizing flows.

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Reconstruction by Inpainting for Visual Anomaly Detection

Reconstruction by inpainting for visual anomaly detection.

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Towards Total Recall in Industrial Anomaly Detection

Towards total recall in industrial anomaly detection.

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Memorizing Normality to Detect Anomaly

Memorizing normality to detect anomaly: Memory-augmented deep autoencoder for unsupervised anomaly detection.

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SWaT and WADI datasets

The dataset is used for multivariate anomaly detection on time series data generated by cyber-physical systems.

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Adaptive Online Learning with Regularized Kernel for One-class Classification

This paper presents adaptive online learning with regularized kernel for one-class classification.

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Cholec80

The proposed network is implemented in PyTorch using a single Tesla V100-DGXS-32GB GPU of an NVIDIA DGX station. For the ResNet-50 part, PyTorch default ImageNet pretrained...

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Gure-KDD

Trade data containing heterogeneous features with high arity categorical features such as Harmonized Schedule Codes, ports of lading and unlading, origin and destination along...

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LesionPaste: One-Shot Anomaly Detection for Medical Images

LesionPaste is a one-shot anomaly detection framework for medical images that utilizes true anomalies from a single sample and synthesizes artificial anomalous samples.

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Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs...

The authors used 18 well-maintained business KPIs from a large Internet company. All KPIs have an interval of 1 minute between two observations.

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Magazine

Magazine: This dataset contains Amazon Aeviews Data under the category of Magazine Subscriptions. We randomly sampled 100, 000 records and removed nodes with degrees lower than...