Research groups
Research groups at the Department of AI.
From machine learning and NLP to computer vision, network science, and AI for science. Browse the teams, people, and research themes active in the department.
All research groups
14 groupsM&M - Mind & Machine
Brain-computer interfaces, biomedical signal processing, and sustainable AI.
- BCI
- biomedical signal processing
- neurodegeneration
Emognition
Psychophysiology, emotions and biomedical signals in everyday life.
- psychophysiology
- emotion recognition
- biomedical signals
genwro.AI
Leading generative models: diffusion, 3D, uncertainty and explainability.
- generative models
- diffusion models
- computer vision
AAI
Agentic AI in practice - from research to real industrial applications.
- agentic AI
- AI agents
- agentic coding
Geospatial & Mobility Research Group
Spatial representation learning and GenAI for maps and mobility.
- geospatial AI
- spatial representation learning
- mobility analytics
G4.19
Language technologies and NLP tools for research and practical applications.
- NLP
- Polish language processing
- language resources
AI for Human Goals and Wellbeing
AI models supporting relationships, creativity and cognitive skills.
- human-centered AI
- AI and wellbeing
- social influence
Representation Learning Group
Representation learning in graphs, knowledge graphs and weight-space models.
- graph neural networks
- self-supervised graph learning
- graph representation learning
BERG
Analysis of blockchain/DLT networks, dynamics and security of distributed systems.
- blockchain analytics
- DLT networks
- P2P networks
Biomedical.ai
Medical knowledge and experience combined with state-of-the-art AI.
- biomedical data analysis
- EEG
- fNIRS
WrocSec.ai / AMANITA
AI security and AI for security - from deepfakes to digital pathology.
- AI security
- adversarial examples
- data poisoning
Network Science Lab
We model complex systems as networks to study their dynamics, resilience, and spreading processes.
- complex networks
- multilayer networks
- temporal networks
HumaNLP
Polish LLMs for medicine and inclusive communication.
- Polish LLMs
- on-premise NLP
- medical document analysis
Clarin
Polish language models, research assistants and language infrastructure.
- Polish LLMs
- language technology
- CLARIN infrastructure