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
Profesor zwyczajny, zastępca kierownika katedry
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.
magister inżynier informatyki
Politechnika Wrocławska
magister inżynier informatyki
Blekinge Tekniska Högskola (Sweden)
doktor informatyki
Politechnika Wrocławska
staż podoktorski
University of Wollongong (Australia)
doktor habilitowany w dyscyplinie informatyka
Politechnika Wrocławska
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
P Wójcik, M Petrenko, WM Gromski, P Spurek, MM Zięba
Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea, 6th-11th July 2026 1–23
O Furman, PE Wielopolski, ŁD Lenkiewicz, J Stefanowski, MM Zięba
IJCAI 2026
O Furman, ŁD Lenkiewicz, J Stefanowski, PE Wielopolski, MM Zięba
Data Mining and Knowledge Discovery 40, 1–48
MR Kostrzewa, KJ Galus, MM Zięba
ACIIDS 2026 202–215
P Lorek, R Nowak, R Topolnicki, T Trzciński, MM Zięba, A Krystecka
ACIIDS 2026 186–201
MR Kostrzewa, MM Zięba
Raport
MR Kostrzewa, MM Zięba, J Stefanowski
Raport
WZ Jakubowska, M Zieliński, R Tobiasz, K Byrski, MM Zięba, D Belter, …
ECCV 2026
K Jabłońska, MM Zięba, D Tanajewski
Expert Systems with Applications 304, 1–13 · Cytowane przez 2
MR Kostrzewa, O Furman, R Furman, SK Tomczak, MM Zięba
NeurIPS 2025
D Zimny, A Kasymov, A Kania, J Tabor, MM Zięba, M Mazur, …
Expert Systems with Applications 279, 1–11 · Cytowane przez 2
O Furman, U Movsum-zada, P Marszałek, MM Zięba, M Śmieja
NeurIPS 2025
A Kania, A Kasymov, J Kościuszkiewicz, A Górak, M Mazur, MM Zięba, …
IEEE 2025
D Malarz, A Kasymov, MM Zięba, J Tabor, P Spurek
ECAI 2025
J Szymkowiak, WZ Jakubowska, D Malarz, W Smolak-Dyżewska, MM Zięba, W Pałubicki, …
IEEE 2025
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