Projects

No-IDLE – Interactive Deep Learning Enterprise

In recent years, machines have surpassed humans in the performance of specific and narrow tasks such as some aspects of image recognition or decision …

KI-Kompass Inklusiv – Competence Centre on AI and Inclusion in the World of Work

The project is the follow-up project to KI.ASSIST (in which DFKI is already working successfully with 3 practice partners). Building on the results of …

DaTreFo – Datentreuhänder mit verschlüsselten Datenschätzen für die Forschung

Um KI-Technologien für die medizinische Forschung zu entwickeln, werden immense Datenmengen aus aktuellen und bereits abgeschlossenen Krankheitsfällen …

XAINES – Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI …

SmartVigilance – Regulatorische Compliance durch KI-basierte Umfeldüberwachung in der Medizintechnik

Hersteller von Medizinprodukten unterliegen strengen Regulierungen hinsichtlich der Sicherheit ihrer Produkte. Regulierungen betreffen sowohl die …

ExplAINN – Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep …

ELG – European Language Grid

With 24 official EU and many more additional languages, multilingualism in Europe and an inclusive Digital Single Market can only be enabled through …

CoMem – Corporate Memory

CoMem is an ecosystem based on evolving knowledge graphs integrating information silos and legacy systems as well as (personal) information sources of …