| Selected publications |
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| 1 | Artykuł 2026
Katarzyna Jabłońska Maciej M Zięba Dariusz Tanajewski,| Metric learning networks for accurate mineral detection with different augmentation techniques. Expert Systems with Applications. 2026, vol. 304, art. 130692, s. 1-13. ISSN: 0957-4174; 1873-6793 | | Zasoby:DOIURLSFX |     |
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| 2 | Referat konferencyjny 2026
Katarzyna Jabłońska Maciej M Zięba| Metric learning approach to mineral mapping using multi-sensor satellite data. W: Computational Science - ICCS 2026 Workshops : 26th International Conference, ICCS 2026, Hamburg, Germany, June 29-July 1, 2026 : Proceedings, Part I / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2026. s. 19–32. ISBN: 978-3-032-29911-6; 978-3-032-29912-3 | | Zasoby:DOIURLSFX | |
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| 3 | Referat konferencyjny 2026
Łukasz D Lenkiewicz Marcel Musiałek, Oleksii Furman Maciej M Zięba| Plausible visual counterfactual explanations in latent space with normalizing flows. W: Computational Science - ICCS 2026 : 26th international conference, Hamburg, Germany, June 29-July 1, 2026 : proceedings. Part II / eds. Philipp Neumann [i in.]. Cham : Springer Nature Switzerland AG, cop. 2026. s. 325-332. ISBN: 978-3-032-29923-9; 978-3-032-29924-6 | | Zasoby:DOIURLSFX | |
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| 4 | Referat konferencyjny 2026
Dawid A Kopeć Katarzyna Jabłońska Wojciech M Kozłowski Maciej M Zięba| Mind the gap: quantifying the domain gap in cross-sensor diffusion super-resolution. W: Computational Science - ICCS 2026 Workshops : 26th International Conference, ICCS 2026, Hamburg, Germany, June 29-July 1, 2026 : Proceedings, Part II / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2026. s. 504-518. ISBN: 978-3-032-29908-6; 978-3-032-29909-3 | | Zasoby:DOIURLSFX | |
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| 5 | Referat konferencyjny 2025
Adam Kania, Artur Kasymov, Jakub Kościuszkiewicz, Artur Górak, Marcin Mazur, Maciej M Zięba Przemysław Spurek,| HyperNeRFGAN: Camera-free 3D scene generation via hypernetwork-driven neural radiance fields. W: 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA), 9-12 Oct. 2025, Birmingham, United Kingdom. Danvers, MA : Institute of Electrical and Electronics Engineers, cop. 2025. s. 1-9. ISBN: 979-8-3315-1179-1; 979-8-3315-1180-7 | | Zasoby:DOIURL | |
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| 6 | Referat konferencyjny 2025
Dawid Malarz, Artur Kasymov, Maciej M Zięba Jacek Tabor, Przemysław Spurek,| Classifier-free guidance with adaptive scaling. W: ECAI 2025 : 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy. Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025) : proceedings / eds. Inês Lynce [i in.]. Amsterdam : IOS Press, cop. 2025. s. 435-442. ISBN: 978-1-64368-631-8 | | Zasoby:DOIURLSFX | |
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| 7 | Referat konferencyjny 2025
Jakub Szymkowiak, Weronika Z Jakubowska Dawid Malarz, Weronika Smolak-Dyżewska, Maciej M Zięba Wojciech Pałubicki, Przemysław Musialski, Przemysław Spurek,| Neural surface priors for editable Gaussian Splatting. W: 2025 International Joint Conference on Neural Networks (IJCNN), 30 June - 5 July 2025, Rome, Italy : conference proceedings. Danvers, MA : IEEE, cop. 2025. s. 1-8. ISBN: 979-8-3315-1042-8 | | Zasoby:DOIURL | |
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| 8 | Referat konferencyjny 2025
Antoni Bigata, Michał Stypułkowski, Rodrigo Mira, Stella Bounareli, Konstantinos Vougioukas, Zoe Landgraf, Nikita Drobyshev, Maciej M Zięba Stavros Petridis, Maja Pantic,| KeyFace: expressive audio-driven facial animation for long sequences via KeyFrame interpolation. W: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, Tennessee, USA 10-17 June 2025. Los Alamitos, CA [i in.] : IEEE, 2025. s. 5477-5488. ISBN: 979-8-3315-4364-8; 979-8-3315-4365-5 | | Zasoby:DOIURL | |
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| 9 | Referat konferencyjny 2025
Wojciech M Kozłowski Radosław Kuczbański Maciej M Zięba| Image enhancement with boosted Schrödinger Bridge. W: Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 : Kitakyushu, Japan, April 23-25, 2025 : Proceedings. Pt. 2 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer Nature Singapore, cop. 2025. s. 144-155. ISBN: 978-981-96-6004-9; 978-981-96-6005-6 | | Zasoby:DOIURLSFX | |
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| 10 | Referat konferencyjny 2025
Dawid A Kopeć Wojciech M Kozłowski Maciej Wizerkaniuk, Dawid Krutul, Jan Kocoń Maciej M Zięba| SupResDiffGAN a new approach for the super-resolution task. W: Computational Science – ICCS 2025 Workshops : 25th International Conference, Singapore, Singapore, July 7-9, 2025 : Proceedings. Pt. 3 / eds. Maciej Paszynski, Amanda S. Barnard, Yongjie Jessica Zhang. Cham : Springer Nature Switzerland AG, cop. 2025. s. 66-80. ISBN: 978-3-031-97563-9; 978-3-031-97564-6 | | Zasoby:DOIURLSFX | |
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| 11 | Referat konferencyjny 2025
Maciej M Zięba Jakub Balicki, Tomasz Dróżdż, Konrad Karanowski Paweł Lorek, Hong Lyu, Aleksander Skorupa, Tomasz Trzciński, Oriol Caudevilla Torras, Jakub M Tomczak,| Hypernetworks for image recontextualization. W: Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, 14 December 2024, Vancouver Convention Center, Vancouver, Canada / eds. Marco Fumero [i in.]. [Cambridge, MA : JMLR, cop. 2025]. s. 128-139. | | Zasoby:URLSFX | |
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| 12 | Referat konferencyjny 2025
Katarzyna Jabłońska Maciej M Zięba Marcin P Jakubowicz| Satellite data based one-class classifier models with augmentation for efficient mineral exploration. W: Recent Challenges in Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 : Kitakyushu, Japan, April 23-25, 2025 : Proceedings. Pt. 1 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer Nature Singapore, cop. 2025. s. 98-112. ISBN: 978-981-96-5880-0; 978-981-96-5881-7 | | Zasoby:DOIURLSFX | |
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| 13 | Referat konferencyjny 2025
Przemysław Dolata Maciej M Zięba| Direct detection of elongated objects geometry via a centerline-based representation. W: Recent Challenges in Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 : Kitakyushu, Japan, April 23-25, 2025 : Proceedings. Pt. 2 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer Nature Singapore, cop. 2025. s. 75-88. ISBN: 978-981-96-5883-1; 978-981-96-5884-8 | | Zasoby:DOIURLSFX | |
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| 14 | Referat konferencyjny 2025
Oleksii Furman Ulvi Movsum-zada, Patryk Marszałek, Maciej M Zięba Marek Śmieja,| DiCoFlex: Model-agnostic diverse counterfactuals with flexible control. W: The Thirty-ninth Annual Conference on Neural Information Processing Systems, NeurIPS 2025, San Diego, CA, Dec 2nd-7th, 2025, Mexico City, MX Nov 30th-Dec 5th, 2025. [B.m. : b.w], 2025. s. 1-32. | | Zasoby:URL | |
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