output
20122026
most citedA Survey on the Explainability of Supervised Machine Learning

984 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022Show all

5 papers · 1 filter

quant-ph2022★ 11 cited

Application range of crosstalk-affected spatial demultiplexing for resolving separations between unbalanced sources

Tomasz Linowski, Konrad Schlichtholz, Giacomo Sorelli +4

Superresolution is one of the key issues at the crossroads of contemporary quantum optics and metrology. Recently, it was shown that for an idealized case of two balanced sources,…

cs.CV2022

Continual Learning for Class- and Domain-Incremental Semantic Segmentation

Tobias Kalb, Masoud Roschani, Miriam Ruf +1

The field of continual deep learning is an emerging field and a lot of progress has been made. However, concurrently most of the approaches are only tested on the task of image cla…

cs.AI2022★ 9 cited

Accessing and Interpreting OPC UA Event Traces based on Semantic Process Descriptions

Tom Westermann, Nemanja Hranisavljevic, Alexander Fay

The analysis of event data from production systems is the basis for many applications associated with Industry 4.0. However, heterogeneous and disjoint data is common in this domai…

quant-ph2022★ 34 cited

Quantum approximate optimization algorithm for qudit systems

Yannick Deller, Sebastian Schmitt, Maciej Lewenstein +5

A frequent starting point of quantum computation platforms are two-state quantum systems, i.e., qubits. However, in the context of integer optimization problems, relevant to schedu…

cs.CV2022★ 6 cited

Revisiting Click-based Interactive Video Object Segmentation

Stephane Vujasinovic, Sebastian Bullinger, Stefan Becker +3

While current methods for interactive Video Object Segmentation (iVOS) rely on scribble-based interactions to generate precise object masks, we propose a Click-based interactive Vi…