About

I am a PhD student at the Visual Cognitive Systems Lab at the University of Ljubljana, Faculty of Computer and Information Science. My research is supervised by prof. dr. Danijel Skočaj and focuses on the development of neural networks for detecting logical anomalies.

Research

Visual anomaly detection

This research focuses on the development of unsupervised visual anomaly detection methods. Trained on anomaly-free samples only, these methods attempt to remove the need for a difficult acquisition of a diverse set of anomalous objects while aiming to match the performance of supervised methods.

Publications

I am an author on articles published at top-tier conferences such as ICCV and ECCV.

My full bibliography can be seen in my Google Scholar.

Awards

• 2024: Faculty Prešeren award from UNI-LJ for masters thesis
• 2024: University Research Award for PhD Students (UL-FRI)

Service

Reviewer for CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, WACV and IJCV.