Projects

The AI living lab CRAI (Center of research and development of trustworthy AI applications for mid-sized companies) is a research initiative that aims to make artificial intelligence accessible and usa

Das Projekt "No-IDLE meets ChatGPT" zielt darauf ab, die Mensch-Maschine-Interaktion bei der Aktualisierung von Deep-Learning-Modellen (DL) zu verbessern, indem die Mensch-Computer-Interaktion (HCI) m

At its core, Albatross is a research project in the area of continual learning. Continual Learning is an approach in artificial intelligence and machine learning where models learn and adapt continuou

Die Dokumentenverarbeitung stellt einen großen Teil des täglichen Arbeitsaufkommens in Unternehmen dar und bietet ein hohes Potenzial zur Optimierung und Automatisierung. Ziel des Projekts Taxas (Tax-

In the news-polygraph project, we are developing digital methods for the media industry, with the help of which multimedia content can be checked more easily and quickly for manipulation, de-contextua

In recent years, machines have surpassed humans in the performance of specific and narrow tasks such as some aspects of image recognition or decision making along clinical pathways in the medical doma

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep Learning technologies, has been lower than initially pr

Motivation Focused research and development in the field of Deep Learning, especially in recent years, has resulted in a variety of different network types, architectures, modules, training methods an

This project aims to address the challenge of opinion mining of multimedia content from the web. This comprises a large-scale multi-modal analysis of social media streams and their underlying network

The aim of VirtualOffice is research and development of innovative solutions for document analysis and understanding (DAU) and their integration into workflow management systems (WFMS). Although, cont