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Department of Artificial Intelligence
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Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 356

  1. MultiPlaneNeRF: Neural radiance field with non-trainable representation

    Maciej M Zięba, Dominik Zimny, Artur Kasymov, Adam Kania, Jacek Tabor, Marcin Mazur, Przemysław Spurek

    Expert Systems with Applications · 2025

  2. DiCoFlex: Model-agnostic diverse counterfactuals with flexible control

    Oleksii Furman, Maciej M Zięba, Ulvi Movsum-zada, Patryk Marszałek, Marek Śmieja

    2025

  3. Classifier-free guidance with adaptive scaling

    Maciej M Zięba, Dawid Malarz, Artur Kasymov, Jacek Tabor, Przemysław Spurek

    ECAI 2025 · 2025

  4. Neural surface priors for editable Gaussian Splatting

    Weronika Z Jakubowska, Maciej M Zięba, Jakub Szymkowiak, Dawid Malarz, Weronika Smolak-Dyżewska, Wojciech Pałubicki, Przemysław Musialski, Przemysław Spurek

    2025

  5. Hypernetworks for image recontextualization

    Maciej M. Zięba, Konrad Karanowski, Jakub Balicki, Tomasz Dróżdż, Paweł Lorek, Hong Lyu, Aleksander Skorupa, Tomasz Trzciński, Oriol Caudevilla Torras, Jakub M Tomczak

    the Second Edition of the Workshop on Unifying Representations in Neural Models, 14 December 2024, Vancouver Convention Center, Vancouver, Canada · 2025

  6. Joint MoE scaling laws: Mixture of Experts can be memory efficient

    Kamil Adamczewski, Jan Ludziejewski, Maciej Pióro, Jakub Krajewski, Maciej Stefaniak, Michał Krutul, Jan Małaśnicki, Marek Cygan, Piotr Sankowski, Piotr Miłoś, Sebastian Jaszczur

    Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 13th-19th July 2025 · 2025

  7. KeyFace: expressive audio-driven facial animation for long sequences via KeyFrame interpolation

    Maciej M Zięba, Antoni Bigata, Michał Stypułkowski, Rodrigo Mira, Stella Bounareli, Konstantinos Vougioukas, Zoe Landgraf, Nikita Drobyshev, Stavros Petridis, Maja Pantic

    CVPR 2025 · 2025

  8. Image enhancement with boosted Schrödinger Bridge

    Wojciech M. Kozłowski, Radosław Kuczbański, Maciej M Zięba

    ACIIDS 2025 · 2025

  9. Amodal instance segmentation for mealworm growth monitoring using synthetic training images

    Przemysław Dolata, Paweł Majewski, Piotr T Lampa, Maciej M Zięba, Jacek Reiner

    IEEE Access · 2025

  10. One shot vs

    Kamil Adamczewski, Mikołaj Janusz, Tomasz Wojnar, Yawei Li, Luca Benini

    14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025) · 2025

  11. Direct detection of elongated objects geometry via a centerline-based representation

    Przemysław Dolata, Maciej M Zięba

    ACIIDS 2025 · 2025

  12. HyperNeRFGAN: Camera-free 3D scene generation via hypernetwork-driven neural radiance fields

    Maciej M Zięba, Adam Kania, Artur Kasymov, Jakub Kościuszkiewicz, Artur Górak, Marcin Mazur, Przemysław Spurek

    2025

  13. SupResDiffGAN a new approach for the super-resolution task

    Dawid A. Kopeć, Wojciech M Kozłowski, Maciej Wizerkaniuk, Dawid Krutul, Jan Kocoń, Maciej M Zięba

    ICCS 2025 · 2025

  14. CINNAMON: A hybrid approach to change point detection and parameter estimation in singleparticle tracking data

    Jakub W. Malinowski, Marcin R Kostrzewa, Michał Balcerek, Weronika Tomczuk, Janusz Szwabiński

    Journal of Physics-Photonics · 2025

  15. How to train your multi-exit model? Analyzing the impact of training strategies

    Kamil Adamczewski, Piotr Kubaty, Bartosz Wójcik, Bartłomiej Krzepkowski, Monika Michaluk, Tomasz Trzciński, Jary Pomponi

    Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 13th-19th July 2025 · 2025

  16. Satellite data based one-class classifier models with augmentation for efficient mineral exploration

    Katarzyna Jabłońska, Maciej M Zięba, Marcin P Jakubowicz

    ACIIDS 2025 · 2025

  17. OBSR: Open Benchmark for spatial representations

    Julia A. Moska, Oleksii Furman, Piotr Ł Gramacki, Piotr Szymański, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk

    33rd ACM SIGSPATIAL · 2025

  18. Advancements in Signal, Image and Video Processing : Select Proceedings of SPIN 2025, Volume 1

    Halina Kwaśnicka, Ashwani Kumar Dubey, Alvaro Rocha, Lyudmila Mihaylova

    Lecture Notes in Electrical Engineering · 2025

  19. Multi-Label conditional generation from pre-trained models

    Maciej M Zięba, Patryk E Wielopolski, Magdalena Proszewska, Maciej Wołczyk, Łukasz Maziarka, Marek Śmieja

    IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024

  20. HyperMAML: few-shot adaptation of deep models with hypernetworks

    Maciej M Zięba, Marcin Przewięźlikowski, Przemysław Przybysz, Jacek Tabor, Przemysław Spurek

    Neurocomputing · 2024