Achievements
PSSI | PSSI Award for Best Polish Doctoral Thesis in Artificial Intelligence: Adapting Deep Learning Architectures for Drug Discovery | Łukasz Maziarka | 2025 | |
ECCV | GaINeR: Geometry-Aware Implicit Neural Representation for Image Editing | Weronika Jakubowska, Mikołaj Zieliński, Rafał Tobiasz, Krzysztof Byrski, Dominik Belter, Maciej Zięba, Przemysław Spurek | 2026 | |
ECCV | IRIS: Intersection-aware Ray-based Implicit Editable Scenes | Grzegorz Wilczyński, Mikołaj Zieliński, Krzysztof Byrski, Joanna Waczyńska, Dominik Belter, Przemysław Spurek | 2026 | |
MICCAI | CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening | Wenxuan Li, Pedro R. A. S. Bassi, Xinze Zhou, Qi Chen, Jakob Wasserthal, Ibrahim Hamamci, Sezgin ER, Bjoern Menze, Gulhan Ertan Akan, Szymon Płotka, Jakub Prządo, Yucheng Tang, Daguang Xu, Arkadiusz Sitek, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou | 2026 | |
MICCAI | Merlin Plus: A Large-Scale, Multi-Cancer, Image-Mask-Report Dataset | Pedro R. A. S. Bassi, Wenxuan Li, Szymon Płotka, Ruby Honjol, Jakub Prządo, Xinze Zhou, Kang Wang, Yang Yang, Malte Jensen, Akshay Chaudhari, Curt Langlotz, Alan L. Yuille, Zongwei Zhou | 2026 | |
INTARG | MicroBloodID - innovative AI technology for rapid identification of bacteria and fungi in sepsis (Platinum Medal, INTARG 2026) | Michał Wronka, Adam Pardyl, Bartosz Zieliński, Adriana Borowa, Dawid Rymarczyk, Monika Brzychczy-Włoch, Agnieszka Sroka-Oleksiak, Katarzyna Biegun-Drożdż, Dorota Ochońska, Aldona Olechowska-Jarząb | 2026 | |
UAI | UnGuide: Learning to Forget with LoRA-Guided Diffusion Models | Agnieszka Polowczyk, Alicja Polowczyk, Dawid Malarz, Artur Kasymov, Marcin Mazur, Jacek Tabor, Przemysław Spurek | 2026 | |
ECML PKDD | Efficient Uncertainty in LLMs through Evidential Knowledge Distillation | Lakshmana Sri Harsha Nemani, P.K. Srijith, Tomasz Kuśmierczyk | 2026 | |
PhD defense | Probabilistic deep learning: from efficient sampling to principled generation | Marcin Sendera | 2026 | |
PPSN | QuantumGS: Quantum Encoding Framework for Gaussian Splatting | Grzegorz Wilczyński, Rafał Tobiasz, Paweł Gora, Marcin Mazur, Przemysław Spurek | 2026 | |
FNP START | START 2026 | Adam Pardyl | 2026 | |
ICML | SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs | Mikołaj Zasada, Łukasz Struski, Jacek Tabor, Marcin Kurdziel | 2026 | |
ICML | Efficient LLM Moderation with Multi-Layer Latent Prototypes | Maciej Chrabąszcz, Filip Szatkowski, Bartosz Wójcik, Jan Dubiński, Tomasz Trzciński, Sebastian Cygert | 2026 | |
ICML | Rethinking Calibration for Early-Exit Neural Networks | Piotr Kubaty, Filip Szatkowski, Grzegorz Choczyński, Bartosz Wójcik, Eric Nalisnick | 2026 | |
ICML | UnHype: CLIP-Guided Hypernetworks for Dynamic LoRA Unlearning | Piotr Wojcik, Maksym Petrenko, Wojtek Gromski, Przemysław Spurek, Maciej Zięba | 2026 | |
ICML | Affine-Equivariant Kernel Space Encoding for NeRF Editing | Mikołaj Zieliński, Krzysztof Byrski, Tomasz Szczepanik, Dominik Belter, Przemysław Spurek | 2026 | |
ICML (Spotlight) | DAVE: Distribution-aware Attribution via ViT Gradient Decomposition | Adam Wróbel, Siddhartha Gairola, Jacek Tabor, Bernt Schiele, Bartosz Zieliński, Dawid Rymarczyk | 2026 | |
QAIF | Honorable mention in QAIF competition for best master's thesis in AI | Piotr Borycki | 2026 | |
CVPR (Findings) | SHIELD: Secure Hypernetworks for Incremental Expansion Learning Defense | Patryk Krukowski, Łukasz Gorczyca, Piotr Helm, Kamil Książek, Przemysław Spurek | 2026 | |
Artificial Intelligence and Law | LLM-as-a-judge is bad, based on AI attempting the exam qualifying for the member of the Polish National Board of Appeal | Michał Karp, Anna Kubaszewska, Magdalena Król, Robert Król, Witold Wydmański, Aleksander Smywiński-Pohl, Mateusz Szymański | 2026 | |
Knowledge-Based Systems | FeNeC: Enhancing Continual Learning via Feature Clustering with Neighbor- or Logit-Based Classification | Kamil Książek, Hubert Jastrzębski, Krzysztof Pniaczek, Bartosz Trojan, Michał Karp, Jacek Tabor | 2026 | |
ICLR | Universal Properties of Activation Sparsity in Modern Large Language Models | Filip Szatkowski, Patryk Będkowski, Alessio Devoto, Jan Dubiński, Pasquale Minervini, Mikołaj Piórczyński, Simone Scardapane, Bartosz Wójcik | 2026 | |
Neurocomputing | HyConEx: Hypernetwork classifier with counterfactual explanations | Patryk Marszalek, Ulvi Movsum-zada, Oleksii Furman, Kamil Książek, Przemyslaw Spurek, Marek Śmieja | 2026 | |
IEEE Transactions on Medical Imaging | Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-Ray: Summary of the PENGWIN 2024 Challenge | Szymon Płotka | 2025 | |
Information Sciences | VeGaS: Video Gaussian splatting | Weronika Smolak-Dyżewska, Dawid Malarz, Kornel Howil, Jan Kaczmarczyk, Marcin Mazur, Przemysław Spurek | 2025 |