Human-centered neural reasoning for subjective content processing: hate speech, emotions, and humor
Przemysław Kazienko, Julita Bielaniewicz, Marcin Gruza, Kamil Kanclerz, Konrad Karanowski, Piotr D Miłkowski, Jan Kocoń
Information Fusion
2023
Profile
Konrad Karanowski
PhD Student
Konrad Karanowski is a PhD student in the genwro.AI research group at Wrocław University of Science and Technology. His research focuses on the application of artificial intelligence to natural sciences, with particular emphasis on machine learning methods for cryogenic electron microscopy (cryo-EM).
Research interests
- ai for science
- generative models
- structural biology
- computer vision
Research groups
Education
- 2023
Applied Computer Science, Bachelor's Degree Program
Wroclaw University of Technology
- 2024
Artificial Intelligence, Master's Degree
Wroclaw University of Technology
Publications9
Modeling uncertainty in personalized emotion prediction with normalizing flows
Piotr D. Miłkowski, Konrad Karanowski, Patryk E Wielopolski, Jan Kocoń, Przemysław Kazienko, Maciej M Zięba
IEEE International Conference on Data Mining Workshops, ICDMW
2023
The general framework for few-shot learning by kernel HyperNetworks
Konrad Karanowski, Maciej M Zięba, Marcin Sendera, Marcin Przewięźlikowski, Jan Miksa, Mateusz Rajski, Jacek Tabor, Przemysław Spurek
Machine Vision and Applications
2023
HyperShot: few-shot learning by kernel Hypernetworks
Konrad Karanowski, Maciej M Zięba, Marcin Sendera, Marcin Przewięźlikowski, Jacek Tabor, Przemysław Spurek
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2023
Continual learning on 3D point clouds with random compressed rehearsal
Maciej Zamorski, Konrad Karanowski, Maciej M Zięba, Michał Stypułkowski, Tomasz Trzciński
Computer Vision and Image Understanding 2023 vol. 228, art. 103621
2023
What if Ground Truth is Subjective? Personalized Deep Neural Hate Speech Detection
Kamil Kanclerz, Marcin Gruza, Konrad Karanowski, Julita Bielaniewicz, Piotr D Miłkowski, Jan Kocoń, Przemysław Kazienko
1st Workshop on Perspectivist Approaches to Disagreement in NLP, NLPerspectives 2022 as part of Language Resources and Evaluation Conference, LREC 2022 Workshop
2022
Deep-SHEEP: sense of humor extraction from embeddings in the personalized context
Julita Bielaniewicz, Kamil Kanclerz, Piotr D Miłkowski, Marcin Gruza, Konrad Karanowski, Przemysław Kazienko, Jan Kocoń
2022 IEEE International Conference on Data Mining Workshops (ICDMW)
2022
Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning
Martin Tabakow, Konrad Karanowski, Adam Chłopowiec, Adrian Chłopowiec, Mikolaj Kasperek
Springer
2022
Morphological analysis of histopathological images using deep learning
Artur Zawisza, Martin Tabakow, Konrad Karanowski, Krzysztof J Galus
Springer
2021