Paulina Tomaszewska

14 papers A* 2A 1B 1Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Deep Spatial Context: When Attention-Based Models Meet Spatial Regression (Digital Pathology).
AIME (1)
Paulina Tomaszewska, Elzbieta Sienkiewicz, Mai P. Hoang, Przemyslaw Biecek
2025 — conf
From Input to Insight: Probing the Reasoning of Attention-Based MIL Models.
xAI (3)
Paulina Tomaszewska, Michal Gozdera, Elzbieta Sienkiewicz, Przemyslaw Biecek
2024 J jnl
Deep spatial context: when attention-based models meet spatial regression.
CoRR
Paulina Tomaszewska, Elzbieta Sienkiewicz, Mai P. Hoang, Przemyslaw Biecek
2024 J jnl
Does context matter in digital pathology?
CoRR
Paulina Tomaszewska, Mateusz Sperkowski, Przemyslaw Biecek
2024 J jnl
Position paper: Do not explain (vision models) without context.
CoRR
Paulina Tomaszewska, Przemyslaw Biecek
2024 A* conf
Position: Do Not Explain Vision Models Without Context.
ICML
Paulina Tomaszewska, Przemyslaw Biecek
2022 A conf
Duel-based Deep Learning system for solving IQ tests.
AISTATS
Paulina Tomaszewska, Adam Zychowski, Jacek Mandziuk
2022 A* conf
Information Injection to Deep Learning Solutions in Knowledge Transfer.
IJCAI
Paulina Tomaszewska
2022 B conf
Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift.
ICPR
Paulina Tomaszewska, Christoph H. Lampert
2022 J jnl
Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift.
CoRR
Paulina Tomaszewska, Christoph H. Lampert
2022 — conf
On the Implementation of Baselines and Lightweight Conditional Model Extrapolation (LIMES) Under Class-Prior Shift.
RRPR
Paulina Tomaszewska, Christoph H. Lampert
2022 — conf
Promoting Reproducibility of Research Results in International Events (Report from the 4
RRPR
Bertrand Kerautret, Konstantin Kirchheim, Daniel P. Lopresti, Phuc Ngo, Paulina Tomaszewska
2021 J jnl
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies.
Pattern Recognit.
Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek
2020 J jnl
Do not repeat these mistakes - a critical appraisal of applications of explainable artificial intelligence for image based COVID-19 detection.
CoRR
Weronika Hryniewska, Przemyslaw Bombinski, Patryk Szatkowski, Paulina Tomaszewska, Artur Przelaskowski, Przemyslaw Biecek