Marharyta Domnich

According to our database, Marharyta Domnich authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Predicting Satisfaction of Counterfactual Explanations from Human Ratings of Explanatory Qualities.

Marharyta Domnich, Rasmus Moorits Veski, Julius Välja, Kadi Tulver, Raul Vicente

CoRR, April, 2025

Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments.

Marharyta Domnich, Julius Välja, Rasmus Moorits Veski, Giacomo Magnifico, Kadi Tulver, Eduard Barbu, Raul Vicente

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis.

Eduard Barbu, Marharyta Domnich, Raul Vicente, Nikos Sakkas, André Morim

CoRR, 2024

COIN: Counterfactual Inpainting for Weakly Supervised Semantic Segmentation for Medical Images.

Dmytro Shvetsov, Joonas Ariva, Marharyta Domnich, Raul Vicente, Dmytro Fishman

Proceedings of the Explainable Artificial Intelligence, 2024

Enhancing Counterfactual Explanation Search with Diffusion Distance and Directional Coherence.

Marharyta Domnich, Raul Vicente

Proceedings of the Explainable Artificial Intelligence, 2024

Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis.

Eduard Barbu, Marharyta Domnich, Raul Vicente, Nikos Sakkas

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

2021

KappaMask: AI-Based Cloudmask Processor for Sentinel-2.

Marharyta Domnich, Indrek Sünter, Heido Trofimov, Olga Wold, Fariha Harun, Anton Kostiukhin, Mihkel Järveoja, Mihkel Veske, Tanel Tamm, Kaupo Voormansik, Aire Olesk, Valentina Boccia, Nicolas Longépé, Enrico Giuseppe Cadau

Remote. Sens., 2021