David Sattlegger

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Structural Similarity

Anomaly Detection

Unsupervised Learning

Network Intrusion Detection

Top Venues

VISIGRAPP (5: VISAPP)

Int. J. Comput. Vis.

Publications

Paul Bergmann, David Sattlegger
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors. WACV (2023)
Paul Bergmann, Xin Jin, David Sattlegger, Carsten Steger
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. VISIGRAPP (5: VISAPP) (2022)
Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization. Int. J. Comput. Vis. 130 (4) (2022)
Paul Bergmann, David Sattlegger
Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors. CoRR (2022)
Paul Bergmann, Xin Jin, David Sattlegger, Carsten Steger
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. CoRR (2021)
Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, Carsten Steger
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. Int. J. Comput. Vis. 129 (4) (2021)
Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger
Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings. CVPR (2020)
Paul Bergmann, Sindy Löwe, Michael Fauser, David Sattlegger, Carsten Steger
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders. VISIGRAPP (5: VISAPP) (2019)
Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings. CoRR (2019)
Paul Bergmann, Michael Fauser, David Sattlegger, Carsten Steger
MVTec AD - A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. CVPR (2019)
Paul Bergmann, Sindy Löwe, Michael Fauser, David Sattlegger, Carsten Steger
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders. CoRR (2018)
Caroline Lasser, David Sattlegger
Discretising the Herman-Kluk propagator. Numerische Mathematik 137 (1) (2017)