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09/04/2023
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification
One-class classification (OCC), i.e., identifying whether an example bel...
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04/05/2023
Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction
Industrial anomaly detection (IAD) is crucial for automating industrial ...
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12/01/2021
Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs
Background: Twelve lead ECGs are a core diagnostic tool for cardiovascul...
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03/06/2020
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study
With the development of artificial intelligence and deep learning (DL) t...
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12/28/2019
Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study
Recent progress on intelligent fault diagnosis has greatly depended on t...
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11/12/2019
