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Dawid Damian Rymarczyk
Assistant Professor, Jagiellonian University
Joined
November 2022
Names
Dawid Damian Rymarczyk
(Preferred)
,
Dawid Rymarczyk
Emails
****@ardigen.com
(Confirmed)
,
****@student.uj.edu.pl
(Confirmed)
,
****@doctoral.uj.edu.pl
(Confirmed)
,
****@uj.edu.pl
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Jagiellonian University
(uj.edu.pl)
2024
–
Present
PhD student
Jagiellonian University Cracow
(uj.edu.pl)
2019
–
2024
Intern
Computer Vision Center, Universitat Autónoma de Barcelona
(cvc.uab.es)
2022
–
2022
MS student
AGH University of Science and Technology, Krakow, Poland
(agh.edu.pl)
2016
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Jacek Tabor
2019
–
2024
PhD Advisor
Bartosz Michał Zieliński
2019
–
2024
Expertise
interpretability
2020
–
Present
explainable artificial intelligence
2020
–
Present
multiple instance learning
2020
–
Present
digital pathology
2020
–
Present
Publications
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
Magdalena Proszewska
,
Tomasz Danel
,
Dawid Damian Rymarczyk
Submitted to ICLR 2026
Readers:
Everyone
InfoDisent: Explainability of Image Classification Models by Information Disentanglement
Łukasz Struski
,
Dawid Damian Rymarczyk
,
Jacek Tabor
Submitted to ICLR 2026
Readers:
Everyone
Embarrassingly Efficient Unlearning with SVD
Marcin Sendera
,
Łukasz Struski
,
Kamil Książek
,
Kryspin Musiol
,
Jacek Tabor
,
Dawid Damian Rymarczyk
MUGen @ ICML 2025 Poster
Readers:
Everyone
HCS-DFC: A Diffusion Classifier for Mode of Action Prediction Using Morphological Profiles
Jakub Kościukiewicz
,
Bartosz Michał Zieliński
,
Dawid Damian Rymarczyk
CVDD CVPR2025 Workshop Poster
Readers:
Everyone
SEMU: Singular Value Decomposition for Efficient Machine Unlearning
Marcin Sendera
,
Łukasz Struski
,
Kamil Książek
,
Kryspin Musiol
,
Jacek Tabor
,
Dawid Damian Rymarczyk
ICML 2025 poster
Readers:
Everyone
Revisiting FunnyBirds evaluation framework for prototypical parts networks
Szymon Opłatek
,
Dawid Damian Rymarczyk
,
Bartosz Michał Zieliński
World Conference on Explainable Artificial Intelligence
Readers:
Everyone
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision
Mateusz Pach
,
Koryna Lewandowska
,
Jacek Tabor
,
Bartosz Michał Zieliński
,
Dawid Damian Rymarczyk
ICLR 2025 Poster
Readers:
Everyone
Decoding phenotypic screening: A comparative analysis of image representations
Adriana Borowa
,
Dawid Damian Rymarczyk
,
Marek Żyła
,
Maciej Kańdula
,
Ana Sanchez-Fernandez
,
Krzysztof Rataj
,
Łukasz Struski
,
Jacek Tabor
,
Bartosz Michał Zieliński
Computational and Structural Biotechnology Journal
Readers:
Everyone
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations
Mikolaj Sacha
,
Bartosz Jura
,
Dawid Rymarczyk
,
Lukasz Struski
,
Jacek Tabor
,
Bartosz Zielinski
AAAI 2024
Readers:
Everyone
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations
Mikołaj Sacha
,
Bartosz Jura
,
Dawid Damian Rymarczyk
,
Łukasz Struski
,
Jacek Tabor
,
Bartosz Michał Zieliński
30 Oct 2023
OpenReview Archive Direct Upload
Readers:
Everyone
View all 25 publications
Co-Authors
Adam Pardyl
Adam Piekarczyk
Adriana Borowa
Agnieszka Sroka-Oleksiak
Ana Sanchez-Fernandez
Andrzej Brodzicki
Andrzej Urbanik
Aneta Kaczynska
Anna Bracha
Arkadiusz Lewicki
Bartlomiej Twardowski
Bartosz Jura
Bartosz Michał Zieliński
Bartosz Zielinski
Bartłomiej Twardowski
Daniel Dobrowolski
Dariusz Kucharski
Dorota Ochonska
Iwona Kucybala
Jacek Tabor
Jakub Kościukiewicz
Jaroslaw Kraus
Joanna Jaworek-Korjakowska
Joost van de Weijer
Julia Lasek
View all 49 co-authors