Harnessing Few-Shot Learning Segmentation for Histopathology: A Comprehensive Practical Study
Joanna I. Szołomicka, Urszula Markowska-Kaczmar
Intelligent systems reference library
2026
Profile
Joanna Szołomicka
PhD Student
Publications8
Cross-domain few-shot segmentation of histopathology images with Mamba
Joanna I. Szołomicka, Urszula Markowska-Kaczmar
Springer Nature Switzerland AG
2026
Masticatory organ dysfunction recognition based on multimodal information
Urszula Markowska-Kaczmar, Michał Wawrzyniak, Karol Szymończyk, Joanna I Szołomicka, Jakub Pyka, Karol Kulawiec, Michał Karolewski, Aneta Demidaś
Engineering Applications of Artificial Intelligence 2025 vol. 144, art. 109998
2025
An overview of few-shot learning methods in analysis of histopathological images
Joanna I. Szołomicka, Urszula Markowska-Kaczmar
Intelligent Systems Reference Library
2023
MultiAspectEmo: multilingual and language-agnostic aspect-based sentiment analysis
Joanna I. Szołomicka, Jan Kocoń
Institute of Electrical and Electronics Engineers
2022
Multi-model analysis of language-agnostic sentiment classification on MultiEmo data
Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń
Springer
2022
MultiEmo: language-agnostic sentiment analysis
Piotr D. Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna I Szołomicka, Stanisław J Woźniak, Jan Kocoń
Lecture notes in computer science
2022
Neuro-symbolic models for sentiment analysis
Jan Kocoń, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michał Kajstura, Przemysław Kazienko, Wojciech Korczyński, Piotr D Miłkowski, Maciej Piasecki, Joanna I Szołomicka
Springer
2022