Our team
Staff
Prof. Jacek Tabor
Full professor
- clustering methods
- information theory
- entropy based classification
- jacek.tabor (AT) uj.edu.pl
Prof. Igor T. Podolak
Assistant professor
- hierarchical classification
- deep learning
- learning theory
- igor.podolak (AT) uj.edu.pl
Prof. Adam Roman
Associate professor
- software testing and quality
- automata and formal languages
- classification theory
- adam.roman (AT) uj.edu.pl
Prof. Marcin Mazur
Assistant professor
- generative models
- continual learning
- marcin.mazur (AT) uj.edu.pl
Dr Grzegorz Jamróz
Assistant professor
- AI in urban transport
- Reinforcement learning
- Mathematical analysis and modelling
- grzegorz.jamroz (AT) uj.edu.pl
Dr Łukasz Struski
Associate professor
- machine learning
- deep learning
- lukasz.struski (AT) uj.edu.pl
Dr Tomasz Danel
Assistant
- computer-aided drug design
- pharmacoinformatics
- geometric deep learning
- tomasz.danel (AT) uj.edu.pl
Dr Tomasz Kuśmierczyk
Assistant professor
- Bayesian methods
- variational inference
- t.kusmierczyk (AT) uj.edu.pl
Dr Dawid Rymarczyk
Assistant professor
- computer vision
- medical imaging
- interpretability of neural networks
- rymarczykdawid (AT) gmail.com
PhD students
Klaudia Bałazy
PhD student
- deep learning
- natural language processing
- representation learning
- klaudia.balazy (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Andrzej Bedychaj
PhD student
- independent component analysis
- compression algorithms
- andrzej.bedychaj (AT) student.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Adriana Borowa
PhD student
- computer vision
- biomedical imaging
- interpretability
- ada.borowa (AT) student.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Paweł Batorski
PhD student
- computer vision
- generative models
- autoencoders
- pawel.batorski (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Marcin Mazur
Michał Bujak
PhD student
- network science
- probability theory
- complex systems
- michal.bujak (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Rafał Kucharski
Jakub Chłędowski
PhD student
- deep metric learning
- object detection
- ML in medical imaging
- natural language processing
- jakub.chledowski (AT) gmail.com
- Supervisor: Prof. Krzysztof Geras
Piotr Gaiński
PhD student
- molecular property prediction
- piotr.gainski (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Marek Śmieja
Farnoud Ghasemi
PhD student
- urban mobility and transport systems
- complex adaptive systems
- agent-based modeling
- farnoud.ghasemi (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Rafał Kucharski
Patryk Krukowski
PhD student
- continual learning
- natural language processing
- reinforcement learning
- patryk.krukowski (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Przemysław Spurek
Łukasz Maziarka
PhD student
- cheminformatics
- graph convolutional neural networks
- natural language processing
- lukasz.maziarka (AT) student.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Tomasz Michalski
PhD student
- computer vision
- interpretable neural networks
- open world setting
- tomasz.michalski (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Bartosz Zieliński
Ulvi Movsum-zada
PhD student
- deep learning
- quantum computing
- semi-supervised learning
- ulvi.movsum-zada (AT) uj.edu.pl
- Supervisor: Prof. Marek Śmieja
Aleksandra Nowak
PhD student
- disentanglement learning
- neural architecture search
- aleksandrairena.nowak (AT) student.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Marcin Osial
PhD student
- computer vision
- efficient machine learning
- multimodal learning
- marcin.osial (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Bartosz Zieliński
Adam Pardyl
PhD student
- computer vision
- partial information
- interpretability
- adam (AT) pardyl.com
- Supervisor: Prof. Bartosz Zieliński
Michał Pietruszka
PhD student
- natural language processing
- sequence-to-sequence models
- micpietruch (AT) gmail.com
- Supervisor: Prof. Jacek Tabor
Mateusz Pyla
PhD student
- optimization
- generative models
- bayesian machine learning
- mateusz.pyla (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Igor T. Podolak
Mikołaj Sacha
PhD student
- deep learning for drug discovery
- few-shot learning
- generative models
- mikolaj.sacha (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Michał Sadowski
PhD student
- computer vision
- generative models
- visual reasoning
- sadowskimichal95 (AT) gmail.com
- Supervisor: Prof. Jacek Tabor
Marcin Sendera
PhD student
- meta-learning & continual learning
- few-shot learning
- deep generative models
- marcin.sendera (AT) gmail.com
- Supervisor: Prof. Jacek Tabor
Igor Sieradzki
PhD student
- generative models
- reinforcement learning
- igor.sieradzki (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Igor T. Podolak
Weronika Smolak-Dyżewska
PhD student
- neural rendering
- computer vision
- computer graphics
- weronika.smolak (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Przemysław Spurek
Maciej Szymczak
PhD student
- natural language processing
- theory of programming languages
- maciej.szymczak (AT) student.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Rafał Tobiasz
PhD student
- neural rendering
- computer vision
- edge AI
- rafal.tobiasz (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Przemysław Spurek
Joanna Waczyńska
PhD student
- representation learning
- personalized NLP
- graph neural networks
- joanna.waczynska (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Przemysław Spurek
Grzegorz Wilczyński
PhD student
- gaussian splatting
- neural networks on edge
- generative networks
- grzegorz.wilczynski (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Przemysław Spurek
Bartosz Wójcik
PhD student
- dynamic networks
- uncertainty
- adversarial examples
- bartwojc (AT) gmail.com
- Supervisor: Prof. Marek Śmieja
Agnieszka Wojtuch
PhD student
- deep learning
- cheminformatics
- agnieszka.pocha (AT) doctoral.uj.edu.pl
- Supervisor: Prof. Jacek Tabor
Adam Wróbel
PhD student
- computer vision
- explainable AI
- self supervised learning
- a.vrobell (AT) gmail.com
- Supervisor: Prof. Bartosz Zieliński
Witold Wydmański
PhD student
- representation learning
- bioinformatics (metagenomics)
- natural language processing
- tabular learning
- wwydmanski (AT) gmail.com
- Supervisor: Prof. Marek Śmieja
Michał Zając
PhD student
- continual learning
- reinforcement learning
- michalzajac (AT) duck.com
- Supervisor: Prof. Piotr Miłoś