Research Areas

Learn more about our lab's focus research areas by discovering the different widgets below, featuring key fields like eXplainable Artificial Intelligence, Human-AI Interaction , Interactive Machine Learning, Language Models, and Music. Each panel showcases our research approaches, innovative methodologies and applications developed by our team.

Human-AI Collaboration
Explainable Artificial intelligence
Co-Adaptive Guidance
Visualization Design
Interactive Machine Learning
Large Language Models
Visual Text Analytics
Music Visualization
Domain Applications

The IVIA Middleware

Powering Intelligence Augmentation Pipelines

The IVIA middleware orchestrates microservices for data transformation, augmentation, and visualization, enabling quick development and deployment of interactive data visualization systems across various hardware.

Its microservice-based architecture increases reusability and accessibility of algorithms for data processing and visualization. Thereby, users can focus on creating novel approaches without re-implementing established methodologies.

You are interested in collaborating with us on one of these topics or have a project idea in mind?
Don't hesitate to get in touch with us!