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; et al. (Remote. Sens., 2021)

Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis. - Eduard Barbu; Marharyta Domnich; Raul Vicente; Nikos Sakkas (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2024)

Enhancing Counterfactual Explanation Search with Diffusion Distance and Directional Coherence. - Marharyta Domnich; Raul Vicente (xAI (3), 2024)

COIN: Counterfactual Inpainting for Weakly Supervised Semantic Segmentation for Medical Images. - Dmytro Shvetsov; Joonas Ariva; Marharyta Domnich; Raul Vicente; Dmytro Fishman (xAI (3), 2024)

Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis. - Eduard Barbu; Marharyta Domnich; Raul Vicente; Nikos Sakkas; André Morim (CoRR, 2024)

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 (AAAI, 2025)

Predicting Satisfaction of Counterfactual Explanations from Human Ratings of Explanatory Qualities. - Marharyta Domnich; Rasmus Moorits Veski; Julius Välja; Kadi Tulver; Raul Vicente (CoRR, 2025)