Michal Karwatowski

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Convolutional Neural Network

Quality Assessment

Language Processing

Top Venues

Publications

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
Segmentation of the veterinary cytological images for fast neoplastic tumors diagnosis. CoRR (2023)
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
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology. CoRR (2023)
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
Using simulation to calibrate real data acquisition in veterinary medicine. CoRR (2023)
Dominik Zurek, Roberto Corizzo, Michal Karwatowski, Marcin Pietron, Kamil Faber
Transformed-*: A domain-incremental lifelong learning scenario generation framework. IJCNN (2023)
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
Computer-Aided Cytology Diagnosis in Animals: CNN-Based Image Quality Assessment for Accurate Disease Classification. CoRR (2023)
Michal Karwatowski, Marcin Pietron
Context based lemmatizer for Polish language. CoRR (2022)
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
Canine age classification using Deep Learning as a step towards preventive medicine in animals. FedCSIS (2022)
Krzysztof Wróbel, Michal Karwatowski, Maciej Wielgosz, Marcin Pietron, Kazimierz Wiatr
Compression of Convolutional Neural Network for Natural Language Processing. Comput. Sci. 21 (1) (2020)
Marcin Pietron, Michal Karwatowski, Maciej Wielgosz, Jerzy Duda
Fast Compression and Optimization of Deep Learning Models for Natural Language Processing. CANDAR Workshops (2019)
Maciej Wielgosz, Michal Karwatowski
Mapping Neural Networks to FPGA-Based IoT Devices for Ultra-Low Latency Processing. Sensors 19 (13) (2019)
Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Jerzy Duda, Aleksander Smywinski-Pohl
Improving Text Classification with Vectors of Reduced Precision. ICAART (2) (2018)
Krzysztof Wróbel, Marcin Pietron, Maciej Wielgosz, Michal Karwatowski, Kazimierz Wiatr
Convolutional neural network compression for natural language processing. CoRR (2018)
Maciej Wielgosz, Michal Karwatowski, Marcin Pietron, Kazimierz Wiatr
FPGA Implementation of Procedures for Video Quality Assessment. Comput. Sci. 19 (3) (2018)
Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Aleksander Smywinski-Pohl
Improving text classification with vectors of reduced precision. CoRR (2017)
Piotr Potiopa, Michal Karwatowski, Jerzy Duda, Pawel Sasor, Maciej Wielgosz, Bartlomiej Muzykiewicz
Semantic search extension based on polish wordnet relations in business document exploration. IML (2017)
Maciej Wielgosz, Michal Karwatowski, Marcin Pietron, Kazimierz Wiatr
FPGA implementation of the procedures for video quality assessment. CoRR (2016)
Michal Karwatowski, Pawel Russek, Maciej Wielgosz, Sebastian Koryciak, Kazimierz Wiatr
Energy Efficient Calculations of Text Similarity Measure on FPGA-Accelerated Computing Platforms. PPAM (1) (2015)