Concepedia

Michael Fauser

MF

Statistics

Publications

6

Citations

3.8K

H-Index

6

Active since

2019

Affiliations

Software (Germany)(Current)

University of Amsterdam

Technical University of Munich

Michael Fauser is an author at Software (Germany) specializing in computer vision, machine learning, and data science.

Top concepts

EngineeringData ScienceImage AnalysisComputer VisionMachine LearningPattern RecognitionData MiningDeep LearningMachine VisionComputer Science

Publications per year

2019–2022

6

Publications

6

MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

Paul Bergmann, Michael Fauser, David Sattlegger et al. · 2019 · 1.7K citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +19

Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings

Paul Bergmann, Michael Fauser, David Sattlegger et al. · 2020 · 810 citations · Full text

Anomaly Detection, Machine Learning, Engineering +17

The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection

Paul Bergmann, Kilian Batzner, Michael Fauser et al. · International Journal of Computer Vision · 2021 · 434 citations · Full text

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Paul Bergmann, Sindy Löwe, Michael Fauser et al. · 2019 · 419 citations · Full text

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Paul Bergmann, Sindy Löwe, Michael Fauser et al. · 2019 · 319 citations

Image Analysis, Machine Learning, Data Science +10

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