219 citations · 249 across the 14 of their papers we have counts for
3 papers · 1 filter
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Hammam Alshazly, Christoph Linse, Erhardt Barth +1
This paper explores how well deep learning models trained on chest CT images can diagnose COVID-19 infected people in a fast and automated process. To this end, we adopt advanced d…
Feature Products Yield Efficient Networks
Philipp Grüning, Thomas Martinetz, Erhardt Barth
We introduce Feature-Product networks (FP-nets) as a novel deep-network architecture based on a new building block inspired by principles of biological vision. For each input featu…
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Marius Jahrens, Thomas Martinetz
Raven's Progressive Matrices are a benchmark originally designed to test the cognitive abilities of humans. It has recently been adapted to test relational reasoning in machine lea…