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Supervised Anomaly Detection

In the training set, the amount of abnormal samples is limited and significant fewer than normal samples, producing data distributions that lead to a naturally imbalanced learning problem.

Papers

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Showing 76–100 of 155 papers

TitleStatusHype
Supervised Anomaly Detection based on Deep Autoregressive Density Estimators—0
Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams—0
Supervised Anomaly Detection Method Combining Generative Adversarial Networks and Three-Dimensional Data in Vehicle Inspections—0
Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization—0
Toward Supervised Anomaly Detection—0
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks—0
Using Channel State Information for Physical Tamper Attack Detection in OFDM Systems: A Deep Learning Approach—0
Weakly-supervised anomaly detection for multimodal data distributions—0
Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network—0
Weakly Supervised Anomaly Detection via Knowledge-Data Alignment—0
Weakly Supervised Detection of Baby Cry—0
Anomaly Detection in Images—0
Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods—0
Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos—0
AGAD: Adversarial Generative Anomaly Detection—0
A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices—0
Anomaly Detection by Context Contrasting—0
Anomaly Detection for an E-commerce Pricing System—0
Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning—0
Anomaly Detection in File Fragment Classification of Image File Formats—0
Anomaly Detection with Domain Adaptation—0
Anomaly Detection with Inexact Labels—0
AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces—0
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