Research groups
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.
14 groups
M&M - Mind & Machine
Research groupBrain-computer interfaces, biomedical signal processing, and sustainable AI.
Lead Aleksandra Kawala-Sterniuk4 members- BCI
- biomedical signal processing
- neurodegeneration
Emognition
Research groupPsychophysiology, emotions and biomedical signals in everyday life.
Lead Przemysław Kazienko6 members- psychophysiology
- emotion recognition
- biomedical signals
genwro.AI
Research groupLeading generative models: diffusion, 3D, uncertainty and explainability.
Lead Maciej Zięba15 members- generative models
- diffusion models
- computer vision
AAI
Research centerAgentic AI in practice - from research to real industrial applications.
Lead Tomasz Kajdanowicz9 members- agentic AI
- AI agents
- agentic coding
Geospatial & Mobility Research Group
Research groupSpatial representation learning and GenAI for maps and mobility.
Lead Piotr Szymański2 members- geospatial AI
- spatial representation learning
- mobility analytics
G4.19
Research groupLanguage technologies and NLP tools for research and practical applications.
Lead Maciej Piasecki4 members- NLP
- Polish language processing
- language resources
AI for Human Goals and Wellbeing
Research groupAI models supporting relationships, creativity and cognitive skills.
Lead Przemysław Kazienko3 members- human-centered AI
- AI and wellbeing
- social influence
Network Science Lab
Research groupWe model complex systems as networks to study their dynamics, resilience, and spreading processes.
Lead Piotr Bródka9 members- complex networks
- multilayer networks
- temporal networks
BERG
Research groupAnalysis of blockchain/DLT networks, dynamics and security of distributed systems.
Lead Radosław Michalski1 member- blockchain analytics
- DLT networks
- P2P networks
Biomedical.ai
Research groupMedical knowledge and experience combined with state-of-the-art AI.
Lead Urszula Markowska-Kaczmar6 members- biomedical data analysis
- EEG
- fNIRS
WrocSec.ai / AMANITA
Research groupAI security and AI for security - from deepfakes to digital pathology.
Lead Marek Klonowski6 members- AI security
- adversarial examples
- data poisoning
HumaNLP
Research groupPolish LLMs for medicine and inclusive communication.
Lead Przemysław Kazienko2 members- Polish LLMs
- on-premise NLP
- medical document analysis
Representation Learning Group
Research groupRepresentation learning in graphs, knowledge graphs and weight-space models.
Lead Tomasz Kajdanowicz7 members- graph neural networks
- self-supervised graph learning
- graph representation learning
Clarin
Centrum InfrastrukturalnePolish language models, research assistants and language infrastructure.
Lead Maciej Piasecki8 members- Polish LLMs
- language technology
- CLARIN infrastructure
