Magdalena Tredowicz

According to our database, Magdalena Tredowicz authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability.

Piotr Borycki, Magdalena Tredowicz, Jacek Tabor, Lukasz Struski, Przemyslaw Spurek

CoRR, May, 2026

EPIC: Explanation of Pretrained Image Classification Networks via Prototypes.

Piotr Borycki, Magdalena Tredowicz, Szymon Janusz, Jacek Tabor, Przemyslaw Spurek, Arkadiusz Lewicki, Lukasz Struski

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

EPIC: Explanation of Pretrained Image Classification Networks via Prototype.

Piotr Borycki, Magdalena Tredowicz, Szymon Janusz, Jacek Tabor, Przemyslaw Spurek, Arkadiusz Lewicki, Lukasz Struski

CoRR, May, 2025

PrAViC: Probabilistic Adaptation Framework for Real-Time Video Classification.

Magdalena Tredowicz, Marcin Mazur, Szymon Janusz, Arkadiusz Lewicki, Jacek Tabor, Lukasz Struski

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025