Jakob Kreft – Laboratory for Machine Intelligence

Jakob Kreft, MSc.
Junior Researcher
Laboratory of Machine Intelligence (LMI)

Faculty of Electrical Engineering, University of Ljubljana
Tržaška cesta 25
Si-1000 Ljubljana, Slovenia
E-pošta: jakob(dot)kreft(at)fe(dot)uni-lj(dot)si

Education

Masters degree (2026) – Faculty of Electrical Engineering, University of Ljubljana

[2026] Semantically Guided Diffusion Models for Infinitely Large Toroidal Textures [Thesis][Paper]

Bachelors degree (2023) – Faculty of Electrical Engineering, University of Ljubljana

[2023] Privacy-Aware Traffic Video Surveillance [Thesis][Paper]

Research interest

computer vision
machine learning
deep learning
generative models

Publications

Privacy-by-design AIoT Vision for Intelligent Urban Environments. Marija Ivanovska; Jakob Kreft; Vitomir Štruc; Janez Perš. In: Journal of Systems Architecture, 2025.
Periodic Sampling for Semantically Guided Large-Texture Generation with a Latent Diffusion Model. Jakob Kreft; Matija Marolt; Janez Perš; Žiga Lesar. In: Proceedings of the 35th International Electrotechnical and Computer Science Conference (ERK), 2026.
Image Database for Video Traffic Surveillance With Built-in Privacy. Jakob Kreft; Marija Ivanovska; Janez Perš. In: Proceedings of the 32nd International Electrotechnical and Computer Science Conference (ERK), 2023.