Group of Machine Learning Research
@ Jagiellonian University
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.
Recent news
One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression
Mikołaj Janusz, Tomasz Wojnar, Yawei Li, Luca Benini, Kamil Adamczewski
ECAI | 2025
Deep Learning Techniques for Accelerating Microscopy Image Analysis
Adriana Borowa
PhD defense | 2025
Read more
We are proud to announce that the study program Artificial Intelligence was created in cooperation with our group. This program equips students to excel in utilizing AI methods, making them valuable assets in the rapidly evolving job landscape.