Konrad Karanowski

According to our database, Konrad Karanowski authored at least 11 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., August, 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., July, 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, June, 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., February, 2023

HyperShot: Few-Shot Learning by Kernel HyperNetworks.

Marcin Sendera, Marcin Przewiezlikowski, Konrad Karanowski, Maciej Zieba, Jacek Tabor, Przemyslaw Spurek

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows.

Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba

Proceedings of the IEEE International Conference on Data Mining, 2023

PALS: Personalized Active Learning for Subjective Tasks in NLP.

Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz, Marcin Gruza, Piotr Milkowski, Jan Kocon, Przemyslaw Kazienko

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 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

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning.

Martin Tabakov, Konrad Karanowski, Adam R. Chlopowiec, Adrian B. Chlopowiec, Mikolaj Kasperek

Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

2021

Morphological Analysis of Histopathological Images Using Deep Learning.

Artur Zawisza, Martin Tabakov, Konrad Karanowski, Krzysztof Galus

Proceedings of the Advances in Computational Collective Intelligence, 2021