Agnieszka Mikolajczyk

18 papers C 2Misc 3Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2023 C conf
PolEval 2022/23 Challenge Tasks and Results.
FedCSIS
Lukasz Kobylinski, Maciej Ogrodniczuk, Piotr Rybak, Piotr Przybyla, Piotr Pezik, Agnieszka Mikolajczyk, Wojciech Janowski, Michal Marcinczuk, Aleksander Smywinski-Pohl
2023 — conf
Transferable Keyword Extraction and Generation with Text-to-Text Language Models.
ICCS (2)
Piotr Pezik, Agnieszka Mikolajczyk, Adam Wawrzynski, Filip Zarnecki, Bartlomiej Niton, Maciej Ogrodniczuk
2022 — conf
Keyword Extraction from Short Texts with a Text-to-Text Transfer Transformer.
ACIIDS (Companion)
Piotr Pezik, Agnieszka Mikolajczyk, Adam Wawrzynski, Bartlomiej Niton, Maciej Ogrodniczuk
2022 — conf
The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images.
MICCAI (8)
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
2022 J jnl
The (de)biasing effect of GAN-based augmentation methods on skin lesion images.
CoRR
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
2021 C conf
Joint Prediction of Truecasing and Punctuation for Conversational Speech in Low-Resource Scenarios.
ASRU
Raghavendra Pappagari, Piotr Zelasko, Agnieszka Mikolajczyk, Piotr Pezik, Najim Dehak
2021 J jnl
Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios.
CoRR
Raghavendra Pappagari, Piotr Zelasko, Agnieszka Mikolajczyk, Piotr Pezik, Najim Dehak
2021 J jnl
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data.
J. Artif. Intell. Soft Comput. Res.
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2021 J jnl
Waste detection in Pomerania: non-profit project for detecting waste in environment.
CoRR
Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek
2020 — conf
Explainable AI for Inspecting Adversarial Attacks on Deep Neural Networks.
ICAISC (1)
Zuzanna Klawikowska, Agnieszka Mikolajczyk, Michal Grochowski
2020 J jnl
Global explanations for discovering bias in data.
CoRR
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2020 J jnl
Neural Architecture Search for Skin Lesion Classification.
IEEE Access
Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk
2019 Misc conf
Style transfer-based image synthesis as an efficient regularization technique in deep learning.
MMAR
Agnieszka Mikolajczyk, Michal Grochowski
2019 J jnl
Style transfer-based image synthesis as an efficient regularization technique in deep learning.
CoRR
Agnieszka Mikolajczyk, Michal Grochowski
2018 Misc conf
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study.
MMAR
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2017 — conf
Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study.
KKA
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
2017 Misc conf
Deep neural networks approach to skin lesions classification - A comparative analysis.
MMAR
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
2017 — conf
Intelligent system supporting diagnosis of malignant melanoma.
KKA
Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski