no code implementations • 22 Dec 2023 • Joern Ploennigs, Markus Berger
In this chapter, we investigate this question for generative AI platforms for text and image generation for different architectural styles, to understand the capabilities and boundaries of knowledge of those tools.
1 code implementation • 14 Dec 2023 • Joern Ploennigs, Markus Berger, Eva Carnein
The use of generative AI in education is a controversial topic.
1 code implementation • 5 Jul 2023 • Joern Ploennigs, Markus Berger
This paper investigates the potential of current AI generators in addressing such challenges, specifically for the creation of simple floor plans.
no code implementations • 17 Apr 2023 • Karol Lynch, Joern Ploennigs, Bradley Eck
The usage of mathematical formulas as concise representations of a document's key ideas is common practice.
no code implementations • 16 Mar 2023 • Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs
Our CTGCN architecture is based on a causal discovery mechanism, and is capable of discovering the underlying causal processes.
no code implementations • 19 Dec 2022 • Joern Ploennigs, Markus Berger
Recent diffusion-based AI art platforms are able to create impressive images from simple text descriptions.
1 code implementation • 26 Oct 2022 • Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
Digital Twins are digital representations of systems in the Internet of Things (IoT) that are often based on AI models that are trained on data from those systems.
no code implementations • 27 May 2020 • Paulito Palmes, Joern Ploennigs, Niall Brady
Over the past years, the industrial sector has seen many innovations brought about by automation.