14 citations · 38 across the 3 of their papers we have counts for
3 papers
GA4QCO: Genetic Algorithm for Quantum Circuit Optimization
Leo Sünkel, Darya Martyniuk, Denny Mattern +2
The design of quantum circuits is often still done manually, for instance by following certain patterns or rule of thumb. While this approach may work well for some problems, it ca…
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
Julian Wörmann, Daniel Bogdoll, Christian Brunner +49
The availability of representative datasets is an essential prerequisite for many successful artificial intelligence and machine learning models. However, in real life applications…
Variational Quanvolutional Neural Networks with enhanced image encoding
Denny Mattern, Darya Martyniuk, Henri Willems +2
Image classification is an important task in various machine learning applications. In recent years, a number of classification methods based on quantum machine learning and differ…