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ORCIDMichal Karwatowski
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2020 – today
- 2023
[c6]Dominik Zurek
, Roberto Corizzo, Michal Karwatowski, Marcin Pietron, Kamil Faber:
Transformed-*: A domain-incremental lifelong learning scenario generation framework. IJCNN 2023: 1-10- [i8]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 abs/2305.04332 (2023) - [i7]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 abs/2306.11848 (2023) - [i6]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 abs/2307.11695 (2023) - [i5]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 abs/2308.06055 (2023) - 2022
- [c5]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: 169-172 - [i4]Michal Karwatowski, Marcin Pietron:
Context based lemmatizer for Polish language. CoRR abs/2207.11565 (2022) - 2020
- [j3]Krzysztof Wróbel, Michal Karwatowski, Maciej Wielgosz, Marcin Pietron, Kazimierz Wiatr:
Compression of Convolutional Neural Network for Natural Language Processing. Comput. Sci. 21(1) (2020)
2010 – 2019
- 2019
- [j2]Maciej Wielgosz, Michal Karwatowski:
Mapping Neural Networks to FPGA-Based IoT Devices for Ultra-Low Latency Processing. Sensors 19(13): 2981 (2019) - [c4]Marcin Pietron, Michal Karwatowski, Maciej Wielgosz, Jerzy Duda:
Fast Compression and Optimization of Deep Learning Models for Natural Language Processing. CANDAR Workshops 2019: 162-168 - 2018
- [j1]Maciej Wielgosz, Michal Karwatowski, Marcin Pietron, Kazimierz Wiatr:
FPGA Implementation of Procedures for Video Quality Assessment. Comput. Sci. 19(3) (2018) - [c3]Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Jerzy Duda, Aleksander Smywinski-Pohl:
Improving Text Classification with Vectors of Reduced Precision. ICAART (2) 2018: 531-538 - [i3]Krzysztof Wróbel, Marcin Pietron, Maciej Wielgosz, Michal Karwatowski, Kazimierz Wiatr:
Convolutional neural network compression for natural language processing. CoRR abs/1805.10796 (2018) - 2017
- [c2]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: 34:1-34:7 - [i2]Krzysztof Wróbel, Maciej Wielgosz, Marcin Pietron, Michal Karwatowski, Aleksander Smywinski-Pohl:
Improving text classification with vectors of reduced precision. CoRR abs/1706.06363 (2017) - 2016
- [i1]Maciej Wielgosz, Michal Karwatowski, Marcin Pietron, Kazimierz Wiatr:
FPGA implementation of the procedures for video quality assessment. CoRR abs/1609.06109 (2016) - 2015
- [c1]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: 31-40
Coauthor Index
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