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Agnieszka Mikołajczyk-Bareła
Agnieszka Mikołajczyk-Bareła
Inne imiona/nazwiskaAgnieszka Mikołajczyk
Gdansk Univeristy of Technology, Voicelab.ai
Zweryfikowany adres z pg.edu.pl - Strona główna
Tytuł
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Data augmentation for improving deep learning in image classification problem
A Mikołajczyk, M Grochowski
2018 International Interdisciplinary PhD Workshop (IIPhDW), 117-122, 2018
14972018
Deep learning-based waste detection in natural and urban environments
S Majchrowska, A Mikołajczyk, M Ferlin, Z Klawikowska, MA Plantykow, ...
Waste Management 138, 274-284, 2022
802022
Deep neural networks approach to skin lesions classification—A comparative analysis
A Kwasigroch, A Mikołajczyk, M Grochowski
2017 22nd International Conference on Methods and Models in Automation and …, 2017
772017
Neural Architecture Search for Skin Lesion Classification
A Kwasigroch, M Grochowski, A Mikołajczyk
IEEE Access 8, 9061-9071, 2020
472020
Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study
A Kwasigroch, A Mikołajczyk, M Grochowski
Trends in Advanced Intelligent Control, Optimization and Automation …, 2017
362017
Towards explainable classifiers using the counterfactual approach-global explanations for discovering bias in data
A Mikołajczyk, M Grochowski, A Kwasigroch
Journal of Artificial Intelligence and Soft Computing Research 11 (1), 51-67, 2021
25*2021
Self-Supervised Learning to Increase the Performance of Skin Lesion Classification
A Kwasigroch, M Grochowski, A Mikołajczyk
Electronics 9 (11), 1930, 2020
242020
Style transfer-based image synthesis as an efficient regularization technique in deep learning
A Mikołajczyk, M Grochowski
24th International Conference on Methods and Models in Automation and …, 2019
212019
Selected Technical Issues of Deep Neural Networks for Image Classification Purposes
M Grochowski, A Kwasigroch, A Mikołajczyk
Bulletin of the Polish Academy of Sciences: Technical Sciences 67 (2), 363-376, 2019
202019
Intelligent system supporting diagnosis of malignant melanoma
A Mikołajczyk, A Kwasigroch, M Grochowski
Trends in Advanced Intelligent Control, Optimization and Automation …, 2017
142017
A Comprehensive Analysis of Deep Neural-Based Cerebral Microbleeds Detection System
MA Ferlin, M Grochowski, A Kwasigroch, A Mikołajczyk, E Szurowska, ...
Electronics 10 (18), 2208, 2021
122021
Computer aided detection of abnormal erythrocytes for analysis of the in vitro interactions of nanodiamonds with human blood
M Wąsowicz, M Grochowski, M Kulka, A Mikołajczyk, M Ficek, ...
The Second International Conference, 2017
11*2017
Diagnosis of malignant melanoma by neural network ensemble-based system utilising hand-crafted skin lesion features
M Grochowski, A Mikołajczyk, A Kwasigroch
Metrology and Measurement Systems 26 (1), 65-80, 2019
102019
Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios
R Pappagari, P Żelasko, A Mikołajczyk, P Pęzik, N Dehak
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
92021
Machine learning system for automated blood smear analysis
M Grochowski, M Wąsowicz, A Mikołajczyk, M Ficek, M Kulka, M Wróbel, ...
Metrology and Measurement Systems 26 (1), 81-93, 2019
92019
Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer
P Pęzik, A Mikołajczyk-Bareła, A Wawrzyński, B Nitoń, M Ogrodniczuk
arXiv preprint arXiv:2209.14008, 2022
82022
The (de) biasing effect of gan-based augmentation methods on skin lesion images
A Mikołajczyk, S Majchrowska, S Carrasco Limeros
International Conference on Medical Image Computing and Computer-Assisted …, 2022
42022
Explainable ai for inspecting adversarial attacks on deep neural networks
Z Klawikowska, A Mikołajczyk, M Grochowski
Artificial Intelligence and Soft Computing: 19th International Conference …, 2020
42020
Optimal selection of input features and an acompanying neural network structure for the classification purposes-skin lesions case study
A Mikolajczyk, M Grochowski, A Kwasigroch
2018 23rd International Conference on Methods & Models in Automation …, 2018
32018
PolEval 2021 Task 1: Punctuation Restoration from Read Text
A Mikołajczyk, A Wawrzynski, P Pezik, M Adamczyk, A Kaczmarek, ...
Proceedings ofthePolEval2021Workshop, 21, 2021
2*2021
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