GMUM (Group of Machine Learning Research) is a group of researchers working on various aspects of machine learning, and in particular deep learning - in both fundamental and applied setting.
The group is led by prof. Jacek Tabor. We are based in the Jagiellonian University in the beautiful city of Kraków, Poland.
Some of the research directions our group pursues include:
- generative models: efficient training and sampling; inpainting; super-resolution,
- theoretical understanding of deep learning and optimization,
- natural language processing,
- drug design and cheminformatics,
- unsupervised learning and clustering,
- computer vision and medical image analysis.
In 2023, we are organizing the second edition of Machine Learning Summer School with Neuroscience. More information coming soon!
Tomasz Kuśmierczyk
POLONEZ BIS 2
Dawid Rymarczyk
PRELUDIUM 21
Marcin Sendera
PRELUDIUM 21
Rafał Kucharski
ERC Starting Grant
Michał Pietruszka, Łukasz Borchmann, Łukasz Garncarek
ACL 2022 (Spotlight)
Łukasz Struski, Tomasz Danel, Marek Śmieja, Jacek Tabor, Bartosz Zieliński
WACV 2023
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
(paper)
Mikołaj Sacha, Dawid Rymarczyk, Łukasz Struski , Jacek Tabor, Bartosz Zieliński
WACV 2023
