Michal Karwatowski

According to our database, Michal Karwatowski authored at least 16 papers between 2015 and 2023.

Collaborative distances:

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

2023

Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification.

Jan Krupinski, Maciej Wielgosz, Szymon Mazurek, Krystian Strzalka, Pawel Russek, Jakub Caputa, Daria Lukasik, Jakub Grzeszczyk, Michal Karwatowski, Rafal Fraczek, Ernest Jamro, Marcin Pietron, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Kazimierz Wiatr

CoRR, 2023

Using simulation to calibrate real data acquisition in veterinary medicine.

Krystian Strzalka, Szymon Mazurek, Maciej Wielgosz, Pawel Russek, Jakub Caputa, Daria Lukasik, Jan Krupinski, Jakub Grzeszczyk, Michal Karwatowski, Rafal Fraczek, Ernest Jamro, Marcin Pietron, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Kazimierz Wiatr

CoRR, 2023

Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology.

Jakub Caputa, Maciej Wielgosz, Daria Lukasik, Pawel Russek, Jakub Grzeszczyk, Michal Karwatowski, Szymon Mazurek, Rafal Fraczek, Anna Smiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Marcin Pietron, Kazimierz Wiatr

CoRR, 2023

Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis.

Jakub Grzeszczyk, Michal Karwatowski, Daria Lukasik, Maciej Wielgosz, Pawel Russek, Szymon Mazurek, Jakub Caputa, Rafal Fraczek, Anna Smiech, Ernest Jamro, Sebastian Koryciak, Agnieszka Dabrowska-Boruch, Marcin Pietron, Kazimierz Wiatr

CoRR, 2023

Transformed-*: A domain-incremental lifelong learning scenario generation framework.

Dominik Zurek, Roberto Corizzo, Michal Karwatowski, Marcin Pietron, Kamil Faber

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Context based lemmatizer for Polish language.

Michal Karwatowski, Marcin Pietron

CoRR, 2022

Canine age classification using Deep Learning as a step towards preventive medicine in animals.

Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafal Fraczek, Michal Karwatowski, Jakub Grzeszczyk, Daria Lukasik, Anna Smiech, Pawel Russek, Ernest Jamro, Agnieszka Dabrowska-Boruch, Marcin Pietron, Sebastian Koryciak, Kazimierz Wiatr

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2020

Compression of Convolutional Neural Network for Natural Language Processing.

Krzysztof Wróbel, Michal Karwatowski, Maciej Wielgosz, Marcin Pietron, Kazimierz Wiatr

Comput. Sci., 2020

2019

Mapping Neural Networks to FPGA-Based IoT Devices for Ultra-Low Latency Processing.

Maciej Wielgosz, Michal Karwatowski

Sensors, 2019

Fast Compression and Optimization of Deep Learning Models for Natural Language Processing.

Marcin Pietron, Michal Karwatowski, Maciej Wielgosz, Jerzy Duda

Proceedings of the Seventh International Symposium on Computing and Networking Workshops, 2019

2018

Convolutional neural network compression for natural language processing.

Krzysztof Wróbel, Marcin Pietron, Maciej Wielgosz, Michal Karwatowski, Kazimierz Wiatr

CoRR, 2018

FPGA Implementation of Procedures for Video Quality Assessment.

Maciej Wielgosz, Michal Karwatowski, Marcin Pietron, Kazimierz Wiatr

Comput. Sci., 2018

Improving Text Classification with Vectors of Reduced Precision.

Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Jerzy Duda, Aleksander Smywinski-Pohl

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017

Improving text classification with vectors of reduced precision.

Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Aleksander Smywinski-Pohl

CoRR, 2017

Semantic search extension based on polish wordnet relations in business document exploration.

Piotr Potiopa, Michal Karwatowski, Jerzy Duda, Pawel Sasor, Maciej Wielgosz, Bartlomiej Muzykiewicz

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

2015

Energy Efficient Calculations of Text Similarity Measure on FPGA-Accelerated Computing Platforms.

Michal Karwatowski, Pawel Russek, Maciej Wielgosz, Sebastian Koryciak, Kazimierz Wiatr

Proceedings of the Parallel Processing and Applied Mathematics, 2015