Contact
Diāna Dupļevska
Mg.
Researcher
Diāna Dupļevska has been working at EDI since 2021. She received a BSc in Electronics Engineering from Riga Technical University (2021), has completed her Master’s studies, and is currently pursuing a PhD at RTU.
Her research focuses on machine learning and deep learning for image and signal processing, as well as synthetic data generation and real-data augmentation, aiming to speed up model training and improve accuracy in challenging computer vision tasks.
She has recently contributed to the HAVeT-AI, QBS, and AIMS5.0 projects; among her key achievements are work on Sim2Real approaches to improve synthetic data quality for robotics tasks and applying AI methods to the analysis of multimodal imaging data.
Projects
6 results
- “Applied Research” Component 2 in the areas of ICT and Smart Energy – LACISE 01.01.2025 – 31.12.2029 Completed
- Soil biological quality index (QBS) determination using machine learning (QBS) 01.01.2025 – 31.12.2027 Completed
- Artificial Intelligence in Manufacturing leading to Sustainability and Industry 5.0 (AIMS5.0) 01.05.2023 – 30.04.2026 Completed
- Histological recognition and analysis of veterinary tumors surgical margins by using artificial intelligence and multimodal imaging (HAVeT-AI ) 01.02.2023 – 31.12.2025 Completed
- Intelligent Motion Control under Industry 4.E (IMOCO4.E) 01.09.2021 – 31.08.2024 Completed
- Vision, Identification, with Z-sensing Technology and key Applications (VIZTA) 01.05.2019 – 31.10.2022 Completed
Publications
- 2025
Virtual Staining From Optical Coherence Tomography to Hematoxylin and Eosin Stained Skin Tumor Samples in Pets
Daira Viškere, Mindaugas Tamošiūnas, Romans Maļiks, Diāna Dupļevska, Ilze Matīse-van Houtana, Roberts Kadiķis, Blaž Cugmas
31st Annual International Scientific Conference "Research for Rural Development 2025
- 2025
Raman spectral band imaging for the diagnostics and classification of canine and feline cutaneous tumors(opens in a new window)
Tamošiūnas Mindaugas, Maciulevičius Martynas, Maļiks Romans, Dupļevska Diāna, Viškere Daira, Matīse-van Houtana Ilze, Kadiķis Roberts, Cugmas Blaž, Raišutis Renaldas
Veterinary Quarterly (Vet Q), Vol. 45 (1), p. 1–17, Taylor & Francis
- 2025
Applied AI for Adaptive Robotic Conveyor-Feeding (I)(opens in a new window)
Guntis V. Strazds, Katrīna Viltrake, Gergely Hollosi, Laura Leja, Arnis Priedītis, Diāna Dupļevska, Makss Meiers, Christos Chronis, Iraklis Varlamis, George Dimitrakopoulos, Kārlis Freivalds
1st IFAC Joint Conference on Computers, Cognition, and Communication, IFAC
- 2025
Motor Imagery EEG Classification with Real-World and EEG-GAN-Generated Data(opens in a new window)
Duplevska Diana, Savicka Anete, Ivanovs Maksims
2025 IEEE 12th Workshop on Advances in Information, Electronic and Electrical Engineering, AIEEE 2025 - Proceedings, IEEE
- 2024
Interpreting microscopic structures in virtually stained histological sections for veterinary oncology applications
Diāna Dupļevska, Romans Maļiks, Mindaugas Tamošiūnas, Mikus Melderis, Daira Viškere, Blaž Cugmas, Roberts Kadiķis, Ilze Matīse-van
SPIE BiOS 2024, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XXII, Vol. 128310, SPIE