Autonomous Identification of Distinctive Landmarks from Earth Surface Images. - Zakhar Ostrovskyi; Oleksander Barmak; Iurii Krak (CMIS, 2025)

CNNs are explainable domain-specific visual embedders. - Zakhar Ostrovsky; Andrii Biloshchytskyi; Dmytro Uhryn (ExplAI, 2025)

Leveraging large language models for literature-driven prioritization of protein binding pockets. - Roman Stratiichuk; Mykola Melnychenko; Ihor Koleiev; Taras Voitsitskyi; Vladyslav Husak; Nazar Shevchuk; Zakhar Ostrovsky; Volodymyr G. Bdzhola; Semen O. Yesylevskyy; Serhii Starosyla; Alan Nafiiev (Bioinform., 2025)

Unsupervised Knowledge Extraction of Distinctive Landmarks from Earth Imagery Using Deep Feature Outliers for Robust UAV Geo-Localization. - Zakhar Ostrovskyi; Oleksander Barmak; Pavlo Radiuk; Iurii Krak (Mach. Learn. Knowl. Extr., 2025)