16 citations · 18 across the 3 of their papers we have counts for
5 papers
Detecting Defects that Matter: An Application-Driven Benchmark for Anomaly Detection in Manufacturing and Retail Logistics (VAND 4.0 Challenge)
Lars Heckler-Kram, Dorian Henning, Ashwin Vaidya +6
Existing Anomaly Detection benchmarks are saturated and often unrealistic. As part of the VAND 4.0 Challenge, we introduce a hidden-test, application-driven benchmark across two de…
Continuous-time mean field Markov decision models
Nicole Bäuerle, Sebastian Höfer
We consider a finite number of statistically equal agents, each moving on a finite set of states according to a continuous-time Markov Decision Process (MDP). Transition intens…
Deflectometry for specular surfaces: an overview
Jan Burke, Alexey Pak, Sebastian Höfer +3
Deflectometry as a technical approach to assessing reflective surfaces has now existed for almost 40 years. Different aspects and variations of the method have been studied in mult…
Patterns for Learning with Side Information
Rico Jonschkowski, Sebastian Höfer, Oliver Brock
Supervised, semi-supervised, and unsupervised learning estimate a function given input/output samples. Generalization of the learned function to unseen data can be improved by inco…
Cavlectometry: Towards Holistic Reconstruction of Large Mirror Objects
Jonathan Balzer, Daniel Acevedo-Feliz, Stefano Soatto +3
We introduce a method based on the deflectometry principle for the reconstruction of specular objects exhibiting significant size and geometric complexity. A key feature of our app…