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
How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies
Piotr Kubaty, Bartosz Wójcik, Bartłomiej Krzepkowski, Monika Michaluk, Tomasz Trzcinski, Jary Pomponi, Aamil Adamczewski
ICML | 2025
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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.