Projects

Cyber-AG-RSML – Cyberagentur: Robustes und Sicheres Machine Learning

Forschung und Entwicklung von Ansätzen hinsichtlich robustem und sicherem Machine Learning für sicherheits- und verteidigungsrelevante Einsatzsysteme

SustainML_EI – Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

This project is based on the insight that in order to significantly reduce the CO2 footprint of ML applications power-aware applications must be as …

ML4Sim – Machine Learning for Simulation Intelligence in Composite Process Design

Fiber-reinforced polymers are composite materials made of fibers and a surrounding matrix. Due to their outstanding lightweight potential, they are …

myRPA – Experience-based Robotic Process Automation for Knowledge-based Personal Assistants

Robotic Process Automation (RPA) enables further automation of processes across existing systems. As RPA can act like humans and thus is able to read, …

SPELL – Semantische Plattform zur intelligenten Entscheidungs- und Einsatzunterstützung in Leitstellen und Lagezentren

Artificial intelligence in the interconnected control center of the future The SPELL project represents the idea of a semantic platform for …

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 …

ViCKI – KI im Cockpit - proaktive Informationsassistenz für Single Crew Betrieb

Modelle und Erkennungsalgorithmen für Informationskontexte und Prozesszustände zur kontextspezifischen proaktiven Informationsbereitstellung durch …

Managed_Forgetting_Phase_2 – Sustaining Grass-roots Organizational Memories: Methods and Effects of Applying Managed Forgetting in Administrative Corporate Scenarios

Partners Universität Hannover (Gottfried Wilhelm Leibniz Universität Hannover) Pädagogische Hochschule Ludwigsburg (Fakultät III: Sonderpädagogik …

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 …

EDeL – Efficient Data Processing for Deep Learning

The astonishing speed of developments in deep learning, especially in the field of computer vision, is largely based on the availability of …