Publications

Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr Miłkowski, Jan Kocoń, Przemysław Kazienko (2023). PALS: Personalized Active Learning for Subjective Tasks in NLP. In EMNLP2023.

PDF Cite Code DOI

Piotr Miłkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocoń, Przemysław Kazienko, Maciej Zięba (2023). Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. In ICDMW2023.

PDF Cite Code DOI

Marcin Sendera, Marcin Przewięźlikowski, Jan Miksa, Mateusz Rajski, Konrad Karanowski, Maciej Zięba, Jacek Tabor, Przemysław Spurek (2023). The general framework for few-shot learning by kernel HyperNetworks. Machine Vision and Applications.

PDF Cite Code DOI

Przemysław Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr Miłkowski, Jan Kocoń (2023). Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor. Information Fusion.

PDF Cite DOI

Julita Bielaniewicz, Kamil Kanclerz, Piotr Miłkowski, Marcin Gruza, Konrad Karanowski, Przemysław Kazienko, Jan Kocoń (2022). Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context. In ICDMW2022.

Cite DOI

Martin Tabakov, Konrad Karanowski, Adam R. Chłopowiec, Adrian B. Chłopowiec, Mikołaj Kasperek (2022). Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning. In ICCCI2022.

Cite DOI

Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr Miłkowski, Jan Kocoń, Przemysław Kazienko (2022). What if Ground Truth is Subjective? Personalized Deep Neural Hate Speech Detection. In @LREC2022.

PDF Cite Code

Maciej Zamorski, Michał Stypułkowski, Konrad Karanowski, Tomasz Trzciński, Maciej Zięba (2022). Continual learning on 3D point clouds with random compressed rehearsal. Computer Vision and Image Understanding.

PDF Cite DOI

Marcin Sendera, Marcin Przewięźlikowski, Konrad Karanowski, Maciej Zięba, Jacek Tabor, Przemysław Spurek (2022). HyperShot: Few-Shot Learning by Kernel HyperNetworks. In WACV2022.

PDF Cite Code DOI

Artur Zawisza, Martin Tabakov, Konrad Karanowski, Krzysztof Galus (2021). Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning. In ICCCI2021.

Cite DOI