Unifying deep stochastic processes for image enhancement
WM Kozłowski, R Kuczbański, K Adamczewski, KM Szczypkowski, MM Zięba
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–27
Full Professor, Deputy Head of the Department
Maciej Zięba is a research scientist at Tooploox and an Associate Professor at Wroclaw University of Science and Technology, where he received a Ph.D. degree in computer science and a master’s degree in economics. He also obtained a master’s degree in computer science at Blekinge Institute of Technology in Sweden. In 2017, he was a visiting scholar at the University of Wollongong (Australia). His research is directed towards deep learning, especially generative models and representation learning. He was the co-author of a variable number of research papers published in influential journals and presented at the top ML conferences, including NeurIPS, AAAI, ICML, and ICLR.
Master of Engineering - MEng, Comupter Science
Wroclaw University of Science and Technology
Master of Engineering - MEng, Computer Science
Blekinge Tekniska Högskola (Sweden)
Doctor of Philosophy - PhD, Computer Science
Wroclaw University of Science and Technology
PosDoc
University of Wollongong (Australia)
DSc (habilitation), computer science
Wroclaw University of Science and Technology
WM Kozłowski, R Kuczbański, K Adamczewski, KM Szczypkowski, MM Zięba
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–27
ŁD Lenkiewicz, M Musiałek, O Furman, MM Zięba
ICCS 2026 325–332
DA Kopeć, K Jabłońska, WM Kozłowski, MM Zięba
ICCS 2026 504–518
K Jabłońska, MM Zięba
ICCS 2026 19–32
WM Gromski, MM Zięba, P Wójcik, M Petrenko, P Spurek
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–23
O Furman, PE Wielopolski, ŁD Lenkiewicz, MM Zięba, J Stefanowski
IJCAI 2026
MR Kostrzewa, KJ Galus, MM Zięba
ACIIDS 2026 202–215
MM Zięba, P Lorek, R Nowak, R Topolnicki, T Trzciński, A Krystecka
ACIIDS 2026 186–201
WZ Jakubowska, MM Zięba, M Zieliński, R Tobiasz, K Byrski, D Belter, …
ECCV 2026
K Jabłońska, MM Zięba, D Tanajewski
Expert Systems with Applications 304, 1–13 · Cited by 2
MM Zięba, D Zimny, A Kasymov, A Kania, J Tabor, M Mazur, …
Expert Systems with Applications 279, 1–11 · Cited by 2
O Furman, MM Zięba, U Movsum-zada, P Marszałek, M Śmieja
NeurIPS 2025
MM Zięba, A Kania, A Kasymov, J Kościuszkiewicz, A Górak, M Mazur, …
IEEE 2025
MM Zięba, D Malarz, A Kasymov, J Tabor, P Spurek
ECAI 2025
WZ Jakubowska, MM Zięba, J Szymkowiak, D Malarz, W Smolak-Dyżewska, W Pałubicki, …
IEEE 2025
MM Zięba, A Bigata, M Stypułkowski, R Mira, S Bounareli, K Vougioukas, …
CVPR 2025 5477–5488 · Cited by 1
WM Kozłowski, R Kuczbański, MM Zięba
ACIIDS 2025 144–155
DA Kopeć, WM Kozłowski, M Wizerkaniuk, D Krutul, J Kocoń, MM Zięba
ICCS 2025 66–80 · Cited by 3
MM Zięba, K Karanowski, J Balicki, T Dróżdż, P Lorek, H Lyu, …
the Second Edition of the Workshop on Unifying Representations in Neural Models, 14 December 2024, Vancouver Convention Center, Vancouver, Canada 128–139
K Jabłońska, MM Zięba, MP Jakubowicz
ACIIDS 2025 98–112
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