916 citations · 1.4k across the 3 of their papers we have counts for
3 papers
cs.CV2019★ 916 cited
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings
Paul Bergmann, Michael Fauser, David Sattlegger +1
We introduce a powerful student-teacher framework for the challenging problem of unsupervised anomaly detection and pixel-precise anomaly segmentation in high-resolution images. St…
cs.CV2018★ 461 cited
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders
Paul Bergmann, Sindy Löwe, Michael Fauser +2
Convolutional autoencoders have emerged as popular methods for unsupervised defect segmentation on image data. Most commonly, this task is performed by thresholding a pixel-wise re…
math-ph2014★ 25 cited
Multiparticle localization for disordered systems on continuous space via the fractional moment method
Michael Fauser, Simone Warzel
We investigate spectral and dynamical localization of a quantum system of particles on which are subject to a random potential and interact through a pair po…