David Sattlegger | DeepAI

DeepAI

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Featured Co-authors

Xin Jin
107 publications
Sindy Löwe
9 publications
Paul Bergmann
5 publications
Carsten Steger
5 publications
Michael Fauser
2 publications

research

∙ 02/23/2022

Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors

We present a new method for the unsupervised detection of geometric anom...

0 Paul Bergmann, et al. ∙

research

∙ 12/16/2021

The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

We introduce the first comprehensive 3D dataset for the task of unsuperv...

0 Paul Bergmann, et al. ∙

research

∙ 11/06/2019

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

We introduce a simple, yet powerful student-teacher framework for the ch...

15 Paul Bergmann, et al. ∙

research

∙ 07/05/2018

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Convolutional autoencoders have emerged as popular models for unsupervis...

0 Paul Bergmann, et al. ∙