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ORCIDWeronika Hryniewska-Guzik
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2020 – today
- 2024
[j2]Weronika Hryniewska
, Adrianna Grudzien, Przemyslaw Biecek:
LIMEcraft: handcrafted superpixel selection and inspection for Visual eXplanations. Mach. Learn. 113(5): 3143-3160 (2024)- [i8]Weronika Hryniewska-Guzik, Bartosz Sawicki, Przemyslaw Biecek:
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques. CoRR abs/2401.17200 (2024) - [i7]Weronika Hryniewska-Guzik, Jakub Bilski, Bartosz Chrostowski, Jakub Drak Sbahi, Przemyslaw Biecek:
A comparative analysis of deep learning models for lung segmentation on X-ray images. CoRR abs/2404.06455 (2024) - [i6]Weronika Hryniewska-Guzik, Luca Longo, Przemyslaw Biecek:
CNN-based explanation ensembling for dataset, representation and explanations evaluation. CoRR abs/2404.10387 (2024) - 2023
- [i5]Mikolaj Spytek, Weronika Hryniewska-Guzik, Jaroslaw Zygierewicz, Jacek Rogala, Przemyslaw Biecek:
Challenges facing the explainability of age prediction models: case study for two modalities. CoRR abs/2303.06640 (2023) - [i4]Weronika Hryniewska, Piotr Czarnecki, Jakub Wisniewski, Przemyslaw Bombinski, Przemyslaw Biecek:
Prevention is better than cure: a case study of the abnormalities detection in the chest. CoRR abs/2305.10961 (2023) - [i3]Weronika Hryniewska-Guzik, Maria Kedzierska, Przemyslaw Biecek:
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans. CoRR abs/2308.01137 (2023) - 2021
- [j1]Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek:
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies. Pattern Recognit. 118: 108035 (2021) - [i2]Weronika Hryniewska, Adrianna Grudzien, Przemyslaw Biecek:
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations. CoRR abs/2111.08094 (2021) - 2020
- [i1]Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek:
Do not repeat these mistakes - a critical appraisal of applications of explainable artificial intelligence for image based COVID-19 detection. CoRR abs/2012.08333 (2020)
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