Time Series Augmentation based on Beta-VAE to Improve Classification Performance. - Domen Kavran; Borut Zalik; Niko Lukac (ICAART (2), 2022)

Comparing Beta-VAE to WGAN-GP for Time Series Augmentation to Improve Classification Performance. - Domen Kavran; Borut Zalik; Niko Lukac (ICAART (Revised Selected Paper, 2022)

Graph Neural Network-Based Method of Spatiotemporal Land Cover Mapping Using Satellite Imagery. - Domen Kavran; Domen Mongus; Borut Zalik; Niko Lukac (Sensors, 2023)

Buildings, Approximate True Orthophoto Construction From Satellite Imagery Using Semantic Segmentation and the ICP Algorithm. - Domen Kavran; Domen Mongus; Niko Lukac (CITS, 2024)