Harnessing Few-Shot Learning Segmentation for Histopathology: A Comprehensive Practical Study
JI Szołomicka, U Markowska-Kaczmar
Intelligent systems reference library
2026
Joanna Szołomicka
PhD Student
Publications8
Cross-domain few-shot segmentation of histopathology images with Mamba
JI Szołomicka, U Markowska-Kaczmar
Conference paper
2026
Masticatory organ dysfunction recognition based on multimodal information
U Markowska-Kaczmar, M Wawrzyniak, K Szymończyk, JI Szołomicka, J Pyka, K Kulawiec, …
Engineering Applications of Artificial Intelligence 144, 1–20
2025
An overview of few-shot learning methods in analysis of histopathological images
JI Szołomicka, U Markowska-Kaczmar
Intelligent Systems Reference Library · Cited by 2
2023
MultiAspectEmo: multilingual and language-agnostic aspect-based sentiment analysis
JI Szołomicka, J Kocoń
Conference paper · Cited by 8
2022
Multi-model analysis of language-agnostic sentiment classification on MultiEmo data
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
Conference paper · Cited by 4
2022
MultiEmo: language-agnostic sentiment analysis
PD Miłkowski, M Gruza, P Kazienko, JI Szołomicka, SJ Woźniak, J Kocoń
Lecture notes in computer science · Cited by 5
2022
Neuro-symbolic models for sentiment analysis
J Kocoń, J Baran, M Gruza, A Janz, M Kajstura, P Kazienko, …, M Piasecki, …
Conference paper · Cited by 25
2022