Plausible visual counterfactual explanations in latent space with normalizing flows
ŁD Lenkiewicz, M Musiałek, O Furman, MM Zięba
Conference paper
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
ŁD Lenkiewicz, M Musiałek, O Furman, MM Zięba
Conference paper
DA Kopeć, K Jabłońska, WM Kozłowski, MM Zięba
Conference paper
K Jabłońska, MM Zięba
Conference paper
O Furman, PE Wielopolski, ŁD Lenkiewicz, MM Zięba, J Stefanowski
IJCAI 2026
K Jabłońska, MM Zięba, D Tanajewski
Expert Systems with Applications · 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
arXiv
MM Zięba, A Kania, A Kasymov, J Kościuszkiewicz, A Górak, M Mazur, …
Conference paper
MM Zięba, D Malarz, A Kasymov, J Tabor, P Spurek
Conference paper
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, …
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition · Cited by 1
WM Kozłowski, R Kuczbański, MM Zięba
Conference paper
DA Kopeć, WM Kozłowski, M Wizerkaniuk, D Krutul, J Kocoń, MM Zięba
Lecture notes in computer science · Cited by 3
MM Zięba, K Karanowski, J Balicki, T Dróżdż, P Lorek, H Lyu, …
JMLR 128–139
K Jabłońska, MM Zięba, MP Jakubowicz
Conference paper
P Dolata, MM Zięba
Conference paper
P Dolata, P Majewski, PT Lampa, MM Zięba, J Reiner
IEEE 2025 · Cited by 1
MM Zięba, M Przewięźlikowski, P Przybysz, J Tabor, P Spurek
Neurocomputing 598, 1–11 · Cited by 8
MM Zięba, PE Wielopolski, M Proszewska, M Wołczyk, Ł Maziarka, M Śmieja
IEEE Transactions on Pattern Analysis and Machine Intelligence 46(9), 6185–6198 · Cited by 2
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