E-mail: maciej.zieba@pwr.edu.pl

Unit: Faculty of Information and Communication Technology (N) » Departament of Artificial intelligence

ul. Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 121
phone +48 71 320 4453

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Selected publications
1	Proceeding paper 2024 Patryk E Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zięba, Probabilistically plausible counterfactual explanations with normalizing flows. W: ECAI 2024 : 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain. Including : 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024) : proceedings / eds. Ulle Endriss [i in.]. Amsterdam : IOS Press, cop. 2024. s. 954-961. ISBN: 978-1-64368-548-9 Resources:DOIURLSFX
2	Article 2024 Wojciech M Kozłowski, Michał Szachniewicz, Michał Stypułkowski, Maciej Zięba, Dimma: Semi-supervised low-light image enhancement with adaptive dimming. Entropy. 2024, vol. 26, nr 9, art. 726, s. 1-24. ISSN: 1099-4300 Resources:DOIURLSFX
3	Proceeding paper 2024 Michał Szachniewicz, Wojciech M Kozłowski, Michał Stypułkowski, Maciej Zięba, Self-supervised adversarial masking for 3D point cloud representation learning. W: Intelligent Information and Database Systems : 16th Asian Conference, ACIIDS 2024 : Ras Al Khaimah, UAE, April 15–18, 2024 : Proceedings, Pt. 2 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer, cop. 2024. s. 156-168. ISBN: 978-981-97-4984-3; 978-981-97-4985-0 Resources:DOIURLSFX
4	Proceeding paper 2024 Maciej Zięba, Marcin Przewięźlikowski, Marek Śmieja, Jacek Tabor, Tomasz Trzciński, Przemysław Spurek, RegFlow: Probabilistic Flow-Based Regression for future prediction. W: Recent Challenges in Intelligent Information and Database Systems : 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024, Ras Al Khaimah, UAE, April 15–18, 2024 : proceedings. Pt 2 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer, cop. 2024. s. 267-279. ISBN: 978-981-97-5933-0; 978-981-97-5934-7 Resources:DOIURLSFX
5	Article 2024 Patryk E Wielopolski, Oleksii Furman, Maciej Zięba, NodeFlow: towards end-to-end flexible probabilistic regression on tabular data. Entropy. 2024, vol. 26, nr 7, art. 593, s. 1-16. ISSN: 1099-4300 Resources:DOIURLSFX
6	Article 2024 Marcin Przewięźlikowski, Przemysław Przybysz, Jacek Tabor, Maciej Zięba, Przemysław Spurek, HyperMAML: few-shot adaptation of deep models with hypernetworks. Neurocomputing. 2024, vol. 598, art. 128179, s. 1-11. ISSN: 0925-2312; 1872-8286 Resources:DOIURLSFX
7	Proceeding paper 2024 Wojciech Zając, Joanna Waczyńska, Piotr Borycki, Jacek Tabor, Maciej Zięba, Przemysław Spurek, NeRFlame: Flame-Based conditioning of NeRF for 3D face rendering. W: Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024 : Proceedings. Pt. 1 / eds. Leonardo Franco [i in.]. Cham : Springer, cop. 2024. s. 346-361. ISBN: 978-3-031-63748-3; 978-3-031-63749-0 Resources:DOIURLSFX
8	Proceeding paper 2024 Przemysław Spurek, Sebastian Winczowski, Maciej Zięba, Tomasz Trzciński, Kacper Kania, Marcin Mazur, Modeling 3D surfaces with a locally conditioned Atlas. W: Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024 : Proceedings. Pt. 2 / eds. Leonardo Franco [i in.]. Cham : Springer, cop. 2024. s. 100-115. ISBN: 978-3-031-63753-7; 978-3-031-63751-3 Resources:DOIURLSFX
9	Proceeding paper 2024 Michał Stypułkowski, Konstantinos Vougioukas, Sen He, Maciej Zięba, Stavros Petridis, Maja Pantic, Diffused heads: Diffusion models beat GANs on talking-face generation. W: 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024, 3-8 January 2024, Waikoloa, Hawaii : proceedings. Danvers, MA : IEEE, cop. 2024. s. 5089-5098. ISBN: 979-8-3503-1892-0 Resources:DOIURL
10	Article 2024 Magdalena Proszewska, Maciej Wołczyk, Maciej Zięba, Patryk E Wielopolski, Łukasz Maziarka, Marek Śmieja, Multi-Label conditional generation from pre-trained models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024, vol. 46, nr 9, s. 6185-6198. ISSN: 0162-8828; 1939-3539 Resources:DOIURLSFX

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