Morphological Analysis of Histopathological Images Using Deep Learning. - Artur Zawisza; Martin Tabakov; Konrad Karanowski; Krzysztof Galus (ICCCI (CCIS Volume), 2021)

Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning. - Martin Tabakov; Konrad Karanowski; Adam R. Chlopowiec; Adrian B. Chlopowiec; Mikolaj Kasperek (ICCCI, 2022)

Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context. - Julita Bielaniewicz; Kamil Kanclerz; Piotr Milkowski; Marcin Gruza; Konrad Karanowski; Przemyslaw Kazienko; Jan Kocon (ICDM (Workshops), 2022)

What If Ground Truth Is Subjective? Personalized Deep Neural Hate Speech Detection. - Kamil Kanclerz; Marcin Gruza; Konrad Karanowski; Julita Bielaniewicz; Piotr Milkowski; Jan Kocon; Przemyslaw Kazienko (NLPerspectives@LREC, 2022)

PALS: Personalized Active Learning for Subjective Tasks in NLP. - Kamil Kanclerz; Konrad Karanowski; Julita Bielaniewicz; Marcin Gruza; Piotr Milkowski; Jan Kocon; Przemyslaw Kazienko (EMNLP, 2023)

Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. - Piotr Milkowski; Konrad Karanowski; Patryk Wielopolski; Jan Kocon; Przemyslaw Kazienko; Maciej Zieba (ICDM (Workshops), 2023)

HyperShot: Few-Shot Learning by Kernel HyperNetworks. - Marcin Sendera; Marcin Przewiezlikowski; Konrad Karanowski; Maciej Zieba; Jacek Tabor; Przemyslaw Spurek (WACV, 2023)

Continual learning on 3D point clouds with random compressed rehearsal. - Maciej Zamorski; Michal Stypulkowski; Konrad Karanowski; Tomasz Trzcinski; Maciej Zieba (Comput. Vis. Image Underst., 2023)

Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor. - Przemyslaw Kazienko; Julita Bielaniewicz; Marcin Gruza; Kamil Kanclerz; Konrad Karanowski; Piotr Milkowski; Jan Kocon (Inf. Fusion, 2023)

The general framework for few-shot learning by kernel HyperNetworks. - Marcin Sendera; Marcin Przewiezlikowski; Jan Miksa; Mateusz Rajski; Konrad Karanowski; Maciej Zieba; Jacek Tabor; Przemyslaw Spurek (Mach. Vis. Appl., 2023)

Synthetic Data Generation for Morphological Analyses of Histopathology Images with Deep Learning Models. - Martin Tabakov; Krzysztof Galus; Artur Zawisza; Adam R. Chlopowiec; Adrian B. Chlopowiec; Konrad Karanowski (Vietnam. J. Comput. Sci., 2023)

Hypernetworks for image recontextualization. - Maciej Zieba; Jakub Balicki; Tomasz Drózdz; Konrad Karanowski; Pawel Lorek; Hong Lyu; Aleksander Skorupa; Tomasz Trzcinski; Oriol Caudevilla; Jakub M. Tomczak (UniReps, 2025)