Agnieszka Mikolajczyk

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Optimal Selection

Keyword Extraction

Top Venues

Publications

Lukasz Kobylinski, Maciej Ogrodniczuk, Piotr Rybak, Piotr Przybyla, Piotr Pezik, Agnieszka Mikolajczyk, Wojciech Janowski, Michal Marcinczuk, Aleksander Smywinski-Pohl
PolEval 2022/23 Challenge Tasks and Results. FedCSIS (2023)
Piotr Pezik, Agnieszka Mikolajczyk, Adam Wawrzynski, Filip Zarnecki, Bartlomiej Niton, Maciej Ogrodniczuk
Transferable Keyword Extraction and Generation with Text-to-Text Language Models. ICCS (2) (2023)
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
The (de)biasing effect of GAN-based augmentation methods on skin lesion images. CoRR (2022)
Piotr Pezik, Agnieszka Mikolajczyk, Adam Wawrzynski, Bartlomiej Niton, Maciej Ogrodniczuk
Keyword Extraction from Short Texts with a Text-to-Text Transfer Transformer. ACIIDS (Companion) (2022)
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images. MICCAI (8) (2022)
Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek
Waste detection in Pomerania: non-profit project for detecting waste in environment. CoRR (2021)
Raghavendra Pappagari, Piotr Zelasko, Agnieszka Mikolajczyk, Piotr Pezik, Najim Dehak
Joint Prediction of Truecasing and Punctuation for Conversational Speech in Low-Resource Scenarios. ASRU (2021)
Raghavendra Pappagari, Piotr Zelasko, Agnieszka Mikolajczyk, Piotr Pezik, Najim Dehak
Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios. CoRR (2021)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data. J. Artif. Intell. Soft Comput. Res. 11 (1) (2021)
Zuzanna Klawikowska, Agnieszka Mikolajczyk, Michal Grochowski
Explainable AI for Inspecting Adversarial Attacks on Deep Neural Networks. ICAISC (1) (2020)
Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk
Neural Architecture Search for Skin Lesion Classification. IEEE Access 8 (2020)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Global explanations for discovering bias in data. CoRR (2020)
Agnieszka Mikolajczyk, Michal Grochowski
Style transfer-based image synthesis as an efficient regularization technique in deep learning. CoRR (2019)
Agnieszka Mikolajczyk, Michal Grochowski
Style transfer-based image synthesis as an efficient regularization technique in deep learning. MMAR (2019)
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study. MMAR (2018)
Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski
Intelligent system supporting diagnosis of malignant melanoma. KKA (2017)
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study. KKA (2017)
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
Deep neural networks approach to skin lesions classification - A comparative analysis. MMAR (2017)