DEFENCE OF THE DOCTORAL DISSERTATION BY MARJAN STOIMCHEV

Defence of the Doctoral Dissertation by Marjan Stoimchev

IPS invites you to the Defence of the Doctoral Dissertation by Marjan Stoimchev titled: Multi-label and semi-supervised image classification. The defence will take place on Thursday, 18 December 2025, at 10:00 a.m. at the Electronics Lecture Room (38/39, 1st floor, Jožef Stefan Institute, Teslova 30, Ljubljana). You can also join the defence via the following link: Zoom, Meeting ID: 823 4620 8927, Passcode: 584873.

Supervisor: Prof. Dr. Sašo Džeroski.

Co-supervisor: Dr. Dragi Kocev.

Co-supervisor: Dr. Jurica Levatić.

Short summary:

This dissertation advances semi-supervised learning for multi-label and hierarchical image classification in remote sensing by unifying self-supervised learning with structured output prediction to improve data efficiency and capture complex taxonomies inherent to real-world landscapes.

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