ProtoMIL: Multiple Instance Learning with Prototypical Parts for Fine-Grained Interpretability. - Dawid Rymarczyk; Aneta Kaczynska; Jaroslaw Kraus; Adam Pardyl; Bartosz Zielinski 001 (CoRR, 2021)

Automating Patient-Level Lung Cancer Diagnosis in Different Data Regimes. - Adam Pardyl; Dawid Rymarczyk; Zbislaw Tabor; Bartosz Zielinski 001 (ICONIP (7), 2022)

ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification. - Dawid Rymarczyk; Adam Pardyl; Jaroslaw Kraus; Aneta Kaczynska; Marek Skomorowski; Bartosz Zielinski 001 (ECML/PKDD (1), 2022)

ProPML: Probability Partial Multi-label Learning. - Lukasz Struski; Adam Pardyl; Jacek Tabor; Bartosz Zielinski 001 (DSAA, 2023)

CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer. - Adam Pardyl; Dawid Rymarczyk; Joanna Jaworek-Korjakowska; Dariusz Kucharski; Andrzej Brodzicki; Julia Lasek; Zofia Schneider; Iwona Kucybala; Andrzej Urbanik; Rafal Obuchowicz; Zbislaw Tabor; Bartosz Zielinski 001 (ECAI, 2023)

Active Visual Exploration Based on Attention-Map Entropy. - Adam Pardyl; Grzegorz Rypesc; Grzegorz Kurzejamski; Bartosz Zielinski 001; Tomasz Trzcinski (IJCAI, 2023)

AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale. - Adam Pardyl; Michal Wronka; Maciej Wolczyk; Kamil Adamczewski; Tomasz Trzcinski; Bartosz Zielinski 001 (ECCV (21), 2024)

Beyond Grids: Exploring Elastic Input Sampling for Vision Transformers. - Adam Pardyl; Grzegorz Kurzejamski; Jan Olszewski; Tomasz Trzcinski; Bartosz Zielinski 001 (WACV, 2025)

AI-Driven Rapid Identification of Bacterial and Fungal Pathogens in Blood Smears of Septic Patients. - Agnieszka Sroka-Oleksiak; Adam Pardyl; Dawid Rymarczyk; Aldona Olechowska-Jarzab; Katarzyna Biegun-Drozdz; Dorota Ochonska; Michal Wronka; Adriana Borowa; Tomasz Gosiewski; Milosz Adamczyk; Henryk Telega; Bartosz Zielinski 001; et al. (CoRR, 2025)

FlySearch: Exploring how vision-language models explore. - Adam Pardyl; Dominik Matuszek; Mateusz Przebieracz; Marek Cygan; Bartosz Zielinski 001; Maciej Wolczyk (CoRR, 2025)