Achievements
MICCAI | GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation | Tomasz Szczepański, Szymon Płotka, Michal K Grzeszczyk, Arleta Adamowicz, Piotr Fudalej, Przemysław Korzeniowski, Tomasz Trzciński, Arkadiusz Sitek | 2025 | |
NeurIPS | Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation | Szymon Płotka, Gizem Mert, Maciej Chrabąszcz, Ewa Szczurek, Arkadiusz Sitek | 2025 | |
NeurIPS | URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles | Ahmet Onur Akman, Anastasia Psarou, Michał Hoffmann, Łukasz Gorczyca, Lukasz Kowalski, Paweł Gora, Grzegorz Jamróz, Rafal Kucharski | 2025 | |
NeurIPS | FlySearch: Exploring how vision-language models explore | Adam Pardyl, Dominik Matuszek, Mateusz Przebieracz, Marek Cygan, Bartosz Zieliński, Maciej Wołczyk | 2025 | |
NeurIPS | ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data | Patryk Marszałek, Tomasz Kuśmierczyk, Witold Wydmański, Jacek Tabor, Marek Śmieja | 2025 | |
NeurIPS | DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control | Oleksii Furman, Ulvi Movsum-zada, Patryk Marszałek, Maciej Zięba, Marek Śmieja | 2025 | |
NeurIPS | Scalable and Cost-Efficient de Novo Template-Based Molecular Generation | Piotr Gaiński, Oussama Boussif, Andrei Rekesh, Dmytro Shevchuk, Ali Parviz, Mike Tyers, Robert A. Batey, Michał Koziarski | 2025 | |
NeurIPS | CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting | Kornel Howil, Joanna Waczyńska, Piotr Borycki, Tadeusz Dziarmaga, Marcin Mazur, Przemyslaw Spurek | 2025 | |
PLOS Computational Biology | Deep learning approach for automatic assessment of schizophrenia and bipolar disorder in patients using R-R intervals | Kamil Książek, Wilhelm Masarczyk, Przemysław Głomb, Michał Romaszewski, Krisztián Buza, Przemysław Sekuła, Michał Cholewa, Katarzyna Kołodziej, Piotr Gorczyca, Magdalena Piegza | 2025 | |
EMNLP | Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA | Patryk Marszałek, Klaudia Bałazy, Jacek Tabor, Tomasz Kuśmierczyk | 2025 | |
Nature Communications | Large protein databases reveal structural complementarity and functional locality | Paweł Szczerbiak*, Lukasz M. Szydlowski*, Witold Wydmański*, P. Douglas Renfrew, Julia Koehler Leman, Tomasz Kosciolek | 2025 | |
SoftwareX | RouteRL: Multi-agent reinforcement learning framework for urban route choice with autonomous vehicles | Anastasia Psarou, Łukasz Gorczyca, Zoltán György Varga, Grzegorz Jamroz, Rafał Kucharski | 2025 | |
CIKM | HyperNeRFGAN: Camera-Free 3D Scene Generation via Hypernetwork-Driven Neural Radiance Fields | Adam Kania, Artur Kasymov, Jakub Kościukiewicz, Artur Górak, Marcin Mazur, Maciej Zięba, Przemyslaw Spurek | 2025 | |
DSAA | As Good as It KAN Get: High-Fidelity Audio Representation | Patryk Marszałek, Maciej Rut, Piotr Kawa, Przemyslaw Spurek, Piotr Syga | 2025 | |
ECAI | PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification | Magda Trędowicz, Łukasz Struski, Marcin Mazur, Szymon Janusz, Arkadiusz Lewicki, Jacek Tabor | 2025 | |
ECAI | One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression | Mikołaj Janusz, Tomasz Wojnar, Yawei Li, Luca Benini, Kamil Adamczewski | 2025 | |
ECAI | Classifier-free Guidance with Adaptive Scaling | Dawid Malarz, Artur Kasymov, Maciej Zięba, Jacek Tabor, Przemyslaw Spurek | 2025 | |
PhD defense | Deep Learning Techniques for Accelerating Microscopy Image Analysis | Adriana Borowa | 2025 | |
MNISW | Scholarship of the Minister of Science and Higher Education for Outstanding Young Scientists | Marcin Przewięźlikowski | 2025 | |
ICCV | Beyond [cls]: Exploring the true potential of Masked Image Modeling representations | Marcin Przewięźlikowski, Randall Balestriero, Wojtek Jasiński, Marek Śmieja, Bartosz Zieliński | 2025 | |
MICCAI | PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy | Joanna Kaleta, Weronika Smolak-Dyżewska, Dawid Malarz, Diego Dall'Alba, Przemyslaw Korzeniowski, Przemyslaw Spurek | 2025 | |
Neural Networks | HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning | Kamil Książek, Przemyslaw Spurek | 2025 | |
UAI | Revisiting the Equivalence of Bayesian Neural Networks and Gaussian Processes: On the Importance of Learning Activations | Marcin Sendera, Amin Sorkhei, Tomasz Kuśmierczyk | 2025 | |
ICML | Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers | Filip Szatkowski, Yaoyue Zheng, Fei Yang, Tomasz Trzcinski, Bartłomiej Twardowski, Joost van de Weijer | 2025 | |
ICML | MiraGe: Editable 2D Images using Gaussian Splatting | Joanna Waczyńska, Tomasz Szczepanik, Piotr Borycki, Sławomir Tadeja, Thomas Bohné, Przemyslaw Spurek | 2025 |