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Team
All members
Members and research topics
Seminars
Achievements
Vacancies
For Students
Prospective PhDs
Current projects
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. Rafał Kucharski
Assistant professor
urban mobility and transport systems
social systems
network science
agent-based models
rafal.kucharski (AT) uj.edu.pl
Prof. Marcin Mazur
Assistant professor
generative models
continual learning
marcin.mazur (AT) uj.edu.pl
Prof. Przemysław Spurek
Associate professor
compression theory
clustering methods
przemyslaw.spurek (AT) uj.edu.pl
Prof. Marek Śmieja
Associate professor
clustering methods
entropy theory
semi-supervised learning
marek.smieja (AT) uj.edu.pl
Prof. Tomasz Trzciński
Associate professor
computer vision
machine learning
representation learning
tomasz.trzcinski (AT) pw.edu.pl
Prof. Bartosz Zieliński
Associate professor
computer vision
explainable artificial intelligence
deep learning
bartosz.zielinski (AT) uj.edu.pl
Dr Jarek Duda
Assistant professor
information theory
machine learning
bioinformatics
algorithm complexity
graph theory
physics
dudajar (AT) gmail.com
Dr Grzegorz Jamróz
Assistant professor
AI in urban transport
Reinforcement learning
Mathematical analysis and modelling
grzegorz.jamroz (AT) uj.edu.pl
Dr Krzysztof Misztal
Assistant professor
image processing
biometrics methods
krzysztof.misztal (AT) uj.edu.pl
Dr Łukasz Struski
Assistant 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 Kamil Książek
Member
deep learning
hyperspectral imaging
continual learning
biomedical applications of machine learning
kksiazek (AT) iitis.pl
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
Artur Kasymov
PhD student
generative models
2D and 3D computer vision
graph neural networks
art.kasymov (AT) gmail.com
Supervisor:
Prof. Przemysław Spurek
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
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
Marcin Przewięźlikowski
PhD student
meta-learning
self-supervised learning
computer vision
marcin.przewiezlikowski (AT) doctoral.uj.edu.pl
Supervisor:
Prof. Marek Śmieja
Mateusz Pyla
PhD student
optimization
generative models
bayesian machine learning
mateusz.pyla (AT) doctoral.uj.edu.pl
Supervisor:
Prof. Tomasz Trzciński
Dawid Rymarczyk
PhD student
computer vision
medical imaging
active learning
interpretability of neural networks
rymarczykdawid (AT) gmail.com
Supervisor:
Prof. Jacek Tabor
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
Maciej Szymczak
PhD student
natural language processing
theory of programming languages
maciej.szymczak (AT) student.uj.edu.pl
Supervisor:
Prof. Jacek Tabor
Joanna Waczyńska
PhD student
representation learning
personalized NLP
graph neural networks
joanna.waczynska (AT) doctoral.uj.edu.pl
Supervisor:
Prof. Przemysław Spurek
Maciej Wołczyk
PhD student
continual learning
conditional computation
reinforcement learning
maciej.wolczyk (AT) gmail.com
Supervisor:
Prof. Jacek Tabor
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
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
Former members
Dr Wojciech M. Czarnecki
now at Isomorphic Labs
Dr Stanisław Jastrzębski
now at Molecule.one
staszek.jastrzebski (AT) gmail.com
Dr Konrad Żołna
now at DeepMind
konrad.zolna (AT) gmail.com
Dr Szymon Knop
now at Relativity
szymonknop (AT) gmail.com
GMUM
Home
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Contact Us
Group of Machine Learning Research
Faculty of Mathematics and Computer Science
ul. Lojasiewicza 6
30-342, Cracow, Poland
gmum@uj.edu.pl